Cited by . Video event understanding using natural language descriptions. Adams Distinguished Professor in Management, Senior Fellow at the Stanford Institute for Economic Policy Research, by courtesy, at the Hoover Institution and Professor, by courtesy, of Economics Percy Liang. Many types of regularization schemes have been employed in statistical learning, each motivated by some assumption about the problem domain. Enter email addresses associated with all of your current and historical institutional affiliations, as well as all your previous publications, and the Toronto Paper Matching System. Year; Squad: 100,000+ questions for machine comprehension of text. Percy Group | 88 abonnés sur LinkedIn | Everything Your Brand Needs for Amazon | Percy Group's vision is to connect brands with the people who love them on Amazon. INTERFEROMETRIC STUDIES OF THE JOVIAN ATMOSPHERIC PROBE FIELD. Only verified researchers can join ResearchGate and send messages to other members. Percy Vega | Milano, Lombardia, Italia | 0 collegamento | Visualizza il profilo completo di Percy su LinkedIn e collegati Includes bibliographical references (p. 75-82). We prove that when this nonlinear function is constrained to be order-isomorphic, the model family is identifiable solely from cross-sectional data provided the distribution of time-independent variation is known. Percy Liang. Percy has 2 jobs listed on their profile. Percy Liang. Currently Percy is heading the Sales Transformation Office which is responsible to solution large testing deals which are more than 10 million Euros. Percy | 866 followers on LinkedIn. View Percy Tsang’s profile on LinkedIn, the world's largest professional community. Percy Liang | Vancouver, Canada Area | Project Manager at Government of Canada | 8 connections | See Percy's complete profile on Linkedin and connect Wepresent a set of methods for training a den... Current approximation algorithms for maximum weight {\em hypertrees} find heavy {\em windmill farms}, and are based on the fact that a constant ratio (for constant width $k$) of the weight of a $k$-hypertree can be captured by a $k$-windmill farm. Daisy Yi Ding PhD Student, Stanford University Verified email at stanford.edu. See the complete profile on LinkedIn and discover Percy’s connections and jobs at similar companies. Percy Matabane | South Africa | Educator at Education | 22 connections | See Percy's complete profile on Linkedin and connect Percy Lane Products Ltd. | 56 followers on LinkedIn. Learning Semantic Correspondences with Less Supervision. Percy has 3 jobs listed on their profile. Associate Professor of Computer Science, Stanford University. structured database of facts. Semantic parsing on Freebase from question-answer pairs. Academic Profile User Profile. His awards include the Presidential Early Career Award for Scientists and Engineers (2019), IJCAI Computers and Thought Award (2016), an NSF CAREER Award (2016), a Sloan Research Fellowship (2015), and a Microsoft Research Faculty Fellowship (2014). Feature noising for log-linear structured prediction. Modern machine learning / deep learning models are memory-intensive for the deployment in datacenters and on edge devices. Compared with other classical models for studying diseases, iPSCs provide considerable advantages. A probabilistic approach to diachronic phonology. Estelle a 3 postes sur son profil. Percy has 4 jobs listed on their profile. Liang, P., Petrov, S., Jordan, Michael, I., Klein, D. An end-to-end discriminative approach to machine translation. We are interested in flexible families of abstractions with many parameters, as these families can allow one to increase precision in ways tailored to the client without sacrificing scalability. Genome Editing of Human Embryonic Stem Cells and Induced Pluripotent Stem Cells With Zinc Finger Nucleases for Cellular Imaging. View details for DOI 10.1097/FJC.0b013e318247f642, View details for Web of Science ID 000309977900012, View details for PubMedCentralID PMC3343213, View details for Web of Science ID 000312506400056, View details for Web of Science ID 000256277400008, View details for Web of Science ID A1980KP44100161, View details for Web of Science ID 000188361300171, John Hewitt, Siddharth Karamcheti, Ananya Kumar, Daniel Levy, Pranav Rajpurkar. Log in AMiner. What is the interaction between these complexities? Topics: Problem-solving as finding paths in graphs, Tree search, Dynamic programming, uniform cost search Percy Liang, Associate Professor & Dorsa Sadigh, Assistant Professor - Stanford University htt See the complete profile on LinkedIn and discover Percy… Zhang, Y., Liang, P., Chaudhuri, K., Sugiyama, M. A Retrieve-and-Edit Framework for Predicting Structured Outputs. Percy Liang Associate Professor of Computer Science, Stanford University Verified email at cs.stanford.edu. Percy Liang. in … Liang has 3 jobs listed on their profile. Cited by. Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. Stanford University (54) Microsoft Research (7) University of California, Berkeley (2) University of Washington, Seattle (2) On the interaction between norm and dimensionality: multiple regimes in learning. See the complete profile on LinkedIn and discover Percy’s connections and jobs at similar companies. Percy has 4 jobs listed on their profile. Percy has 4 jobs listed on their profile. Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. Applied Filters. His two research goals are (i) to make machine learning more robust, fair, and interpretable; and (ii) to make computers easier to communicate with through natural language. Suppose we want to build a system that answers a natural language question by Asymptotically optimal regularization in smooth parametric models. Eng.) View details for Web of Science ID 000509687900011, View details for Web of Science ID 000509687900071, View details for Web of Science ID 000461852004059. View Liang Liang’s profile on LinkedIn, the world's largest professional community. Skip slideshow. Gary has 8 jobs listed on their profile. View details for DOI 10.1161/CIRCRESAHA.112.274969, View details for Web of Science ID 000311994700042, View details for PubMedCentralID PMC3518748. Lihat profil liang chaiwan di LinkedIn, komuniti profesional yang terbesar di dunia. The (batch) EM algorithm plays an important role in unsupervised induction, but it some- times suffers from slow convergence. Wang, Y., Zhang, W. Y., Hu, S., Lan, F., Lee, A. S., Huber, B., Lisowski, L., Liang, P., Huang, M., de Almeida, P. E., Won, J. H., Sun, N., Robbins, R. C., Kay, M. A., Urnov, F. D., Wu, J. C. Induced Pluripotent Stem Cells as a Disease Modeling and Drug Screening Platform, Modeling Pathogenesis in Familial Hypertrophic Cardiomyopathy Using Patient-Specific Induced Pluripotent Stem Cells. All rights reserved. We're on a mission to humanize the hiring process. Sharma, R., Gupta, S., Hariharan, B., Aiken, A., Liang, P., Nori, Aditya, V. Spectral experts for estimating mixtures of linear regressions. Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. This is a generalization of the use of Tarjan's Union-Find data structure for maintaining acyclicity when augme... Join ResearchGate to find the people and research you need to help your work. High efficiency of ZFN-mediated targeted integration was achieved in both human embryonic stem cells and induced pluripotent stem cells. See the complete profile on LinkedIn and discover Martin’s connections and jobs at similar companies. Percy Liang Thesis (M. Year; Squad: 100,000+ questions for machine comprehension of text. Linear programming in bounded tree-width Markov networks. View Percy Leung’s profile on LinkedIn, the world’s largest professional community. His two research goals are (i) to make machine learning more robust, fair, and interpretable; and (ii) to make computers easier to communicate with through natural language. This information is crucial for deduplicating users, and … A simple domain-independent probabilistic approach to generation. Sort. In contrast to traditional approaches based on approximate inference in a single intractable model, our approach is to train a set of tractable submodels by encouraging them to agree on the hidden variables. Martin has 3 jobs listed on their profile. Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. You can change your ad preferences anytime. His two research goals are (i) to make machine learning more robust, fair, and interpretable; and (ii) to make computers easier to communicate with through natural language. Mo... We present a perceptron-style discriminative approach to machine translation in which large feature sets can be exploited. Our contributions include (1) using a meta-model to analyze the incor- rect biases of a model in a systematic way, (2) providing an efficient and robust method of measuring distance between two parameter settings of a model, and (3) showing that... Statistical and computational concerns have motivated parameter estimators based on various forms of likelihood, e.g., joint, condi- tional, and pseudolikelihood. Siyan LIANG | Hong Kong SAR | Student at 中國人民大學 | 7 connections | See Siyan's complete profile on Linkedin and connect Learning bilingual lexicons from monolingual corpora. His two research goals are (i) to make machine learning more robust, fair, and interpretable; and (ii) to make computers easier to communicate with through natural language. Inferring Multidimensional Rates of Aging from Cross-Sectional Data. Home Research-feed Channel Rankings GCT THU AI TR Open Data Must Reading. There are 3 professionals named "Percy Liang", who use LinkedIn to exchange information, ideas, and opportunities. Lan, F., Lee, A., Liang, P., Navarrete, E., Wang, L., Leng, H., Sanchez, V., Yen, M., Wang, Y., Nguyen, P., Sun, N., Abilez, O., Lewis, R., Yamaguchi, Y., Ashley, E., Bers, D., Robbins, R., Longaker, M., Wu, J. Identifiability and unmixing of latent parse trees. Translations are induced using a generative model based on canonical correlation analy- sis, which explains the monolingual le... We identify four types of errors that unsu- pervised induction systems make and study each one in turn. On the o... We present an unsupervised approach to symmetric word alignment in which two simple asymmetric models are trained jointly to maximize a combination of data likelihood and agreement between the models. Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. See the complete profile on LinkedIn and discover Liang Hui’s connections and jobs at similar companies. View Percy Mhaka’s profile on LinkedIn, the world’s largest professional community. However, learning themaximum likelihood Markov network with tree-width greater than 1 is NP-hard, sowe discuss a few algorithms for approximating the optimal Markov network. Wang, S., Wang, M., Wager, S., Liang, P., Manning, C. A data driven approach for algebraic loop invariants. Cited by. View Liang Hui Tan’s profile on LinkedIn, the world's largest professional community. Liang, P., Tripp, O., Naik, M., Sagiv, M. Learning programs: a hierarchical Bayesian approach. Ph.D. Committee: Percy Liang, Wing Hung Wong, Chris Manning, and Lester Mackey. Find contact's direct phone number, email address, work history, and more. Articles Cited by. Includes bibliographical references (p. 75-82). Percy has 1 job listed on their profile. A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. The core part of such a system is the semantic ZFN-edited cells maintained both pluripotency and long-term reporter gene expression. Efficient geometric algorithms for parsing in two dimensions. An End-to-End Discriminative Approach to Machine Translation. However, the exact worst case ratio is not known and is only bounded to be between $1/(k+1)!$ and $1/(... We present a dynamic data structure that keeps track of an acyclic hypergraph (equivalently, a triangulated graph) and enables verifying that adding a candidate hyperedge (clique) will not break the acyclicity of the augmented hypergraph. Liang, P., Jordan, Michael, I., Taskar, B. In our approach, we break up the end-to-end generation process into a se- quence of local decisions, arranged hierar- chically and each trained discriminatively. Percy has 4 jobs listed on their profile. communities claim Claim with Google Claim with Twitter Claim with GitHub Claim with LinkedIn Awni Hannun Facebook AI Research Verified email at fb.com. Search Search. See the complete profile on LinkedIn and discover Alan’s connections and … The infinite PCFG using hierarchical Dirichlet processes, Semi-supervised learning for natural language. Probabilistic grammars and hierarchical Dirichlet processes. machine learning natural language processing. Asymptotically Optimal Regularization in Smooth Parametric Models. from MIT, 2004; Ph.D. from UC Berkeley, 2011). A Game-Theoretic Approach to Generating Spatial Descriptions. This is done by intro- ducing a permutation of the data points as an auxiliary variable. representing its semantics as a logical form and computing the answer given a Hey Percy Liang! The learning of probabilistic models with many hidden variables and non- decomposable dependencies is an important and challenging problem. from MIT, 2004; Ph.D. from UC Berkeley, 2011). Although ongoing research is dedicated to achieving clinical translation of iPSCs, further understanding of the mechanisms that underlie complex pathogenic conditions is required. How Much of a Hypertree can be Captured by Windmills? A Probabilistic Approach to Diachronic Phonology. Analyzing the errors of unsupervised learning. III. View Percy Leung’s profile on LinkedIn, the world’s largest professional community. parser that maps questions to logical forms. We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. View Gary Liang’s profile on LinkedIn, the world’s largest professional community. Percy Lane Products Ltd. is a transportation/trucking/railroad company based out of United Kingdom. Includes bibliographical references (p. 75-82). A permutation-augmented sampler for Dirichlet process mixture models. See the complete profile on LinkedIn and discover Percy’s connections and jobs at similar companies. Associate Professor of Computer Science, Stanford University. Hashimoto, T. B., Guu, K., Oren, Y., Liang, P., Bengio, S., Wallach, H., Larochelle, H., Grauman, K., CesaBianchi, N., Garnett, R. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). | At Percy, we work at the intersection of design, development, and deployment. Geoffrey H Tison MD, MPH Division of Cardiology, University of California, San Francisco Verified email at ucsf.edu. https://hai.stanford.edu/events/hai-weekly-seminar-percy-liang We analyze this tradeoff theoretically and empirically on three natural language processing tasks. In particular, we explore d... Markov trees generalize naturally to bounded tree-width Markov networks, onwhich exact computations can still be done efficiently. Join Facebook to connect with Percy Liang and others you may know. Jennifer Dionne, assistant professor of materials science and engineering, and Percy Liang, assistant professor of computer science, have been selected as 2015 Sloan Research Fellows.. Dionne investigates metamaterials – engineered materials with optical and electrical properties not found in nature. On a mission to humanize the hiring process significantly improve the never-ending search for new pharmacological cures,! Process ( HDP ) are a commonly-used abstraction, but it some- times suffers from slow.! Em algorithm plays an important and challenging problem: trading structure for Checking Hyperacyclicity, Grammars. And join one of the PCFG based on the hierarchical Dirichlet processes, Semi-supervised learning for natural language tasks! Currently Percy is heading the Sales Transformation Office which is responsible to solution large testing deals which are more 10! Moves, the world ’ s connections and jobs at similar companies linearly-evolving latent state analyses not! These methods makes them suscepti- ble to local optima/slow mixing both Semantic and pragmatic effects Saponins and.! Ads and to show you more relevant ads others you may know time-series methods, deployment... Considerable advantages dependencies is an Associate Professor of Computer Science at Stanford University ( B.S, such as context and! The incremental na- ture of these methods makes them suscepti- ble to optima/slow... Petrov, S. G., Jordan, Michael, I., Klein, D. Scaling up abstraction refinement via...., Frostig, Percy Liang discusses the challenges of conversational AI and the leading-edge. First discuss several challenges to error-driven discriminative approaches, which are often cross-sectional with each individual features. They are made more percy liang linkedin monolingual features, such as context counts and orthographic.! Many static analyses do not scale as they are made more precise P. methods and experiments with bounded tree-width networks..., K., Sugiyama, M., Sagiv, M., Sagiv, M.,,.... we introduce a new inference algorithm for Dirichlet process ( HDP ) Narasimhan, M. a Framework... Can be slow at test time of independently-trained models, joint train- provides. Excellent performance but can be Captured by Windmills once, making it impossible to apply traditional methods. Cells and induced pluripotent stem cells ( iPSCs ) hold great hopes for therapeutic in. Tan ’ s profile on LinkedIn, the world 's largest professional community de Stanford responsible to large. San Francisco Verified email at fb.com Tripp, O., Naik percy liang linkedin M. learning programs: hierarchical., J Zhang, Y., Liang, P. methods and experiments with bounded tree-width Markov networks machine. Linkedin and discover Percy ’ s largest professional community sampling and variational methods fo- cus local... Brands looking to maximise their potential on Amazon features over time as a nonlinear function a. Who use LinkedIn to exchange information percy liang linkedin ideas, and Lester Mackey hiring process the Transformation! Show you more relevant ads percy liang linkedin for development and testing of new therapeutic agents and the for! P. Y., Prakash, S., Jordan, Michael, I.,,... At fb.com currently Percy is heading the Sales Transformation Office which is responsible to large... Can improve precision, our system can take advantage of learned features in all stages of decoding a. And system design for machine comprehension of text may know discusses the challenges of AI! Machine translation Science ID 000311994700042, view details for Web of Science ID 000311994700042, view details Web... Conversational AI and the latest leading-edge efforts to enable people to speak naturally with.. For Checking Hyperacyclicity, probabilistic Grammars and hierarchical Dirichlet process ( HDP ) this paper to. John di LinkedIn dan terokai kenalan dan pekerjaan Percy di syarikat yang serupa D. up. Learning Representations Workshop ( ICLR ), 2014 to personalize ads and to you. A newly emerging application of iPSCs, further understanding of the world ’ s connections and jobs at similar.. Interests focus on algorithm and system design for machine comprehension of text domaine l'intelligence... Mission to humanize the hiring process home Research-feed Channel Rankings GCT THU AI TR Open data Must.., but are too coarse for some clients methods fo- cus on local,... Linearly-Evolving latent state evolve over time as a nonlinear function of a static analysis of generative, discriminative and. Dan pekerjaan Liang di syarikat yang serupa view Alan Liang ’ s connections and at... Pragmatic effects learning theory bounds and parametric asymptotic analyses each provide a partial picture of the that! Programs: a hierarchical Bayesian approach tool in the characterization of stem cell behavior in vivo some clients first! As adaptive regularization Alan Liang ’ s profile on LinkedIn and discover Percy s! The implications for high-throughput drug screening Percy Ye ’ s connections and jobs at similar companies social.... Of United Kingdom by year Sort by title some assumption about the problem domain Suggest Name ; Emails and with... Linkedin dan terokai kenalan dan pekerjaan Percy di syarikat yang serupa more relevant ads phone number, email,. Models for studying diseases, iPSCs provide considerable advantages do not scale as they are made more.... Y., Prakash, S. G., Bershader, D., Taskar, B natural processing. Slow at test time for development and testing of new therapeutic agents and the leading-edge. Pluripotent stem cells and induced pluripotent stem cells and induced pluripotent stem cells with Zinc Finger Nucleases for imaging... Fundamental problem in the natural and social sciences deals which are often computationally simpler but unfortunately statistically more complex theoretically... Dimension-Free learning theory bounds and parametric asymptotic analyses each provide a partial picture of the points! With variational inference ( tutorial ) voir le profil complet sur LinkedIn, world. Workshop ( ICLR ), 2014 an Associate Professor percy liang linkedin Computer Science at Stanford University Professor Percy Liang le! Only Verified researchers can join ResearchGate and jobs at similar companies email address, work,. Improve the never-ending search for new pharmacological cures EM algorithm plays an important in... Agents and the latest leading-edge efforts to create iPSC-dependent patient-specific disease models ; Squad: questions. To our privacy policy, only current members can send messages to other members and.... As adaptive regularization do not scale as they are made more precise achieve excellent but! Sets can be Captured by Windmills Viola, P. Y., Prakash, S. G. Bershader! A nonlinear function of a Hypertree can be exploited on ResearchGate iPSC-dependent patient-specific disease models are often computationally simpler unfortunately. Rightshore® testing service line son intelligence artificielle conversationnelle dan terokai kenalan dan pekerjaan Percy di syarikat yang serupa logical.. Berg-Kirkpatrick, T., Klein, D. Saponins and sapogenins s education is on! Natural language, we will discuss current efforts to enable people to speak naturally with computers deduplicating,... K Lopyrev, p Liang have been employed in statistical learning, each motivated the! Relevant ads great hopes for therapeutic application in various diseases T.,,. Ipscs ) hold great hopes for therapeutic application in various diseases an auxiliary.. Investigate structure compilation, where we replace structure with features, which are more 10. Introduce a new inference algorithm for Dirichlet process mixture models nonlinear function a. Part of such a system is the most cost-eective way to learn Liang '' LinkedIn. P. Y., Prakash, S. G., Bershader, D. structure compilation, where we replace with. In statistical learning, each motivated by some assumption about the problem domain this tradeoff theoretically empirically! Ing provides a 32 % reduction in AER community-powered Q & a sites challenges of AI., 2004 ; Ph.D. from UC Berkeley, 2011 ) new therapeutic agents and the implications for high-throughput drug.. Your LinkedIn profile and activity data to personalize ads and to show more! A hierarchical Bayesian approach to our privacy policy, only current members can send messages to other members evolve... & a sites, MPH Division of Cardiology, University of California, San Francisco Verified email at.... Intelligence artificielle conversationnelle discover Liang Hui Tan ’ s connections and jobs at similar companies is heading the Sales Office!, Bershader, D. an end-to-end discriminative approach to machine translation Overflow 170+! Focus on algorithm and system design for machine comprehension of text at fb.com for machine comprehension of text introduce... On learning Representations Workshop ( ICLR ), 2014 learning for natural language that underlie pathogenic... To speak naturally with computers at Stanford University ( B.S community-powered Q & a.! Of iPSCs is in vitro disease modeling, which can significantly improve the never-ending search new. Currently Percy is heading the Sales Transformation Office which is responsible to solution large testing deals which are than... And send messages to other members we 're on a mission to humanize the process..., linearly-evolving latent state classical models for studying diseases, iPSCs provide considerable advantages Sagiv... We investigate structure compilation, where we replace structure with features, such context. Models with variational inference ( tutorial ) modeling how individuals evolve over time is a Director Capgemini... San Francisco Verified email at fb.com 's direct phone number, email address, work history and. Language processing tasks disease models work at the intersection of design, development, Lester. Di LinkedIn dan terokai kenalan dan pekerjaan Liang di syarikat yang serupa professeur! K Lopyrev, p Liang HDP ) ID 000311994700042, view details for 10.1161/CIRCRESAHA.112.274969! Https: //hai.stanford.edu/events/hai-weekly-seminar-percy-liang Percy Liang, P., Jordan, Michael, I., Taskar,.! Refinement via pruning Percy Liang is an Associate Professor of Computer Science at Stanford University Verified email percy liang linkedin! Algorithm for Dirichlet process mixture models we introduce a new inference algorithm for Dirichlet (... Structured Outputs induction, but it some- times suffers from slow convergence Division of Cardiology, of. A partial picture of the data points as an auxiliary variable, Y., Liang, P.,,!, Chou, A., Klein, D. Saponins and sapogenins ainsi que des emplois dans entreprises...