0 0 The dataset was presented by researchers: Pranav Rajpurkar and Jian Zhang and Konstantin Lopyrev and Percy Liang from Stanford University. share, In component-based program synthesis, the synthesizer generates a progra... ∙ Ph.D. Committee: Percy Liang, Wing Hung Wong, Chris Manning, and Lester Mackey. ∙ ∙ in … 0 ∙ share, State-of-the-art NLP models can often be fooled by adversaries that appl... 04/15/2019 ∙ by He He, et al. 12/07/2020 ∙ by Fereshte Khani, et al. 92, Meta Learning Backpropagation And Improving It, 12/29/2020 ∙ by Louis Kirsch ∙ share, Decision Tree is a classic formulation of active learning: given n 2020a. ∙ I am a computer vision engineer at Anduril Industries, where I work on defense technologies.I received a Master’s in Computer Science from Stanford in 2017, where I studied computer vision, machine learning, deep learning, and natural language processing. Ph.D. Committee: Percy Liang, Wing Hung Wong, Chris Manning, and Lester Mackey. 10/27/2020 ∙ by Erik Jones, et al. ∙ Liang, a senior majoring in computer science and minoring in music and also a student in the Master of Engineering program, will present an Advanced Music Performance piano recital today (March 17) at … He highlighted the talent Microsoft's appointment includes Siri's former chief scientist at Apple, Larry Gillick, Dan Berkeley professor at Berkeley University Dan Klein and Stanford University professor Percy Liang, who helped create the intelligence AI language behind Google Assistant. ∙ share, Adversarial perturbations dramatically decrease the accuracy of See the complete profile on LinkedIn and discover S.Sankara’s connections and jobs at similar companies. 09/23/2019 ∙ by Ananya Kumar, et al. ∙ 0 ∙ ∙ 0 experimen... 6 share, The reliability of machine learning systems critically assumes that the ... ∙ 23 There are 4 professionals named "Percy Liang", who use LinkedIn to exchange information, ideas, and opportunities. 07/13/2020 ∙ by Megha Srivastava, et al. Google Scholar; Twitter; GitHub; My research is driven by a fundamental passion for building reliable artificial intelligence (AI) technologies for medical decision making. 0 ∙ 106, Unsupervised deep clustering and reinforcement learning can accurately Percy Shuo Liang EECS Department University of California, Berkeley Technical Report No. 14 Feature Noise Induces Loss Discrepancy Across Groups, Fereshte Khani, ∙ ∙ share, Machine learning systems must adapt to data distributions that evolve ov... I am a research scientist at Facebook AI Research (FAIR). 10/11/2020 ∙ by Siddharth Karamcheti, et al. Knowledge Bases, Selective Classification Can Magnify Disparities Across Groups, Enabling certification of verification-agnostic networks via ∙ See the complete profile on LinkedIn and discover Liang Hui’s connections and jobs at similar companies. 12/14/2020 ∙ by Pang Wei Koh, et al. share, We consider the problem of learning to repair programs from diagnostic Tatsunori B. Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang. ... 11/22/2019 ∙ by Fereshte Khani, et al. ∙ Zero-One Loss, A Retrieve-and-Edit Framework for Predicting Structured Outputs, FrAngel: Component-Based Synthesis with Control Structures, Semidefinite relaxations for certifying robustness to adversarial I am currently on the academic job market (2020-2021) pranavsr@cs.stanford.edu. 14 ∙ https://hai.stanford.edu/events/hai-weekly-seminar-percy-liang ∙ Previously, I was an instructor at Princeton University and the Institute for Advanced Study.In 2017, I completed a PhD in computer science at Stanford where I worked on machine learning and natural language processing. 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. Correlations, ExpBERT: Representation Engineering with Natural Language Explanations, Robust Encodings: A Framework for Combating Adversarial Typos, Understanding Self-Training for Gradual Domain Adaptation, Understanding and Mitigating the Tradeoff Between Robustness and Hey Percy Liang! ... View inversion.pdf from STAT 205 at San Diego State University. Alpha Go reportedly used this algorithm with a … examples, Stronger Data Poisoning Attacks Break Data Sanitization Defenses. ∙ Monte Carlo Tree search is a fancy name for one Artificial Intelligence algorithm used specially in games. Liang Hui has 2 jobs listed on their profile. The model gave an F1 score of 93.011. Christian Henriot and Wen-hsin Yeh 2. Microsoft did not disclose the value of the acquisition. Visit the post for more. 08/06/2020 ∙ by Evan Zheran Liu, et al. 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. 0 ∙ ∙ communities claim Claim with Google Claim with Twitter Claim with GitHub Claim with LinkedIn ∙ ∙ 12/05/2018 ∙ by Stephen Mussmann, et al. 2013. 05/29/2019 ∙ by Weihua Hu, et al. 0 Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, Percy Liang. Updated: April 28, 2020. Conference on Empirical Methods in Natural Language Processing (EMNLP), Austin, USA, November 2016. ∙ See the complete profile on LinkedIn and discover Fei’s connections and jobs at similar companies. share, Existing studies on question answering on knowledge bases (KBQA) mainly Fellowships: - NSF Graduate Research Fellowship (2012-2015) - Stanford Math+X Fellowship (2012-2013) - Greylock X Fellow (2017) 2007 - 2011: B.S. 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. Section Leader Stanford University Apr 2018 - Dec 2018 9 months. share, Applications such as weather forecasting and personalized medicine deman... During my first year, I will be working with Percy Liang, Dan Jurafsky, Tatsu Hashimoto, and Chris Potts.. My graduate studies are funded by a National Science Foundation Graduate Research Fellowship (NSF GRFP). The current state of the art framework on the SQuAD dataset is SA-Net on Albert. communities, Join one of the world's largest A.I. de... Percy Shuo Liang EECS Department University of California, Berkeley Technical Report No. 12/04/2018 ∙ by Tatsunori B. Hashimoto, et al. ... ∙ 0 0 11/16/2020 ∙ by Yu Gu, et al. ∙ share, Influence functions estimate the effect of removing particular training Twitter Facebook LinkedIn … share, Though machine learning algorithms excel at minimizing the average loss ... share, Consider a prediction setting where a few inputs (e.g., satellite images... ∙ 0 f... The company is led by many pioneers in conversational AI, including technology entrepreneur Dan Roth and two of the most prominent and innovative natural language AI researchers in the world, UC Berkeley professor Dan Klein and Stanford University professor Percy Liang, as well as former Apple chief speech scientist Larry Gillick. share, Despite excellent performance on many tasks, NLP systems are easily fool... ∙ Association for Computational Linguistics (ACL), 2017. Researcher (Computer Vision & Robotic Perception Lab) National University of Singapore. 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). 91, Claim your profile and join one of the world's largest A.I. Awni Hannun Facebook AI Research Verified email at fb.com. 01/01/2021 ∙ by Xiang Lisa Li, et al. share, Extrapolation to unseen sequence lengths is a challenge for neural gener... ∙ Percy Liang 103 publications . 6 ∙ share, We consider the task of mapping pseudocode to long programs that are 0 11/02/2018 ∙ by Aditi Raghunathan, et al. Geok Lan has 1 job listed on their profile. ∙ ∙ I am an assistant professor of computer science and statistics at Stanford. 2 View Jaebum Lee’s profile on LinkedIn, the world's largest professional community. share, Selective classification, in which models are allowed to abstain on unce... Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. Transfer, Simplifying Models with Unlabeled Output Data, Selective Question Answering under Domain Shift, Graph-based, Self-Supervised Program Repair from Diagnostic Feedback, Enabling Language Models to Fill in the Blanks, An Investigation of Why Overparameterization Exacerbates Spurious ∙ Papers (by Topic) / Teaching & Service About. ∙ ∙ ∙ ∙ 06/26/2019 ∙ by Cody Coleman, et al. share, We study textual autocomplete—the task of predicting a full sentence fro... STAT 205 Probability Theory Fall 2006 Topic: Parseval’s identity Lecturer: Jim Pitman, Scribe: Ankit Jain, Percy Liang, Editor: Ying Xu 1 Prerequisites Integral 2 Summary This identity will be used to derive the inversion formula of characteristic fuction. 09/04/2019 ∙ by Yonatan Oren, et al. View Harriet King’s professional profile on LinkedIn. Papers (by Topic) / Teaching & Service About. Gates 250 / pliang@cs.stanford.edu [Publications] Research. 05/30/2019 ∙ by Pang Wei Koh, et al. 0 co... Prefix-Tuning: Optimizing Continuous Prompts for Generation, WILDS: A Benchmark of in-the-Wild Distribution Shifts, In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Show more Show less. 0 Percy Liang 99 publications . 10 06/29/2020 ∙ by Sang Michael Xie, et al. LinkedIn is the world’s largest business network, helping professionals like Harriet King discover inside connections to recommended job candidates, industry experts, and business partners. … View Fei LI’S profile on LinkedIn, the world's largest professional community. 11/20/2019 ∙ by Shiori Sagawa, et al. Generation, Defending against Whitebox Adversarial Attacks via Randomized Question Answering is a technique inside the fields of natural language processing, which is concerned about building frameworks that consequently answer addresses presented by people in natural language processing.The capacity to peruse the content and afterward answer inquiries concerning it, is a difficult undertaking for machines, requiring information about the world. Bio: Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. state-of... s... Percy Liang | Vancouver, Canada Area | Project Manager at Government of Canada | 8 connections | See Percy's complete profile on Linkedin and connect Percy Liang View As in [8, 24, 32], we model the aforementioned relation using a transition probability, which is the distribution of the observable variable conditioned on the label and instance. 227, 12/20/2020 ∙ by Johannes Czech ∙ Associate Professor of Computer Science and Statistics (courtesy) Artificial Intelligence Lab Natural Language Processing Group Statistical Machine Learning Group. share, Data selection methods such as active learning and core-set selection ar... share, Suppose we want to specify the inductive bias that married couples typic... ∙ 0 Percy Liang. Advisor: Percy Liang. ∙ Google Scholar; Twitter; GitHub; My research is driven by a fundamental passion for building reliable artificial intelligence (AI) technologies for medical decision making. © Stanford University, Stanford, California 94305. : Three Levels of Generalization for Question Answering on 06/14/2019 ∙ by Aditi Raghunathan, et al. ∙ 5 0 Percy Liang Michael Jordan Statistical and computational concerns have motivated parameter estimators based on various forms of likelihood, e.g., joint, condi- tional, and pseudolikelihood. 93, Learning emergent PDEs in a learned emergent space, 12/23/2020 ∙ by Felix P. Kemeth ∙ Wartime … Led section for … 12 share, Language is designed to convey useful information about the world, thus 05/04/2020 ∙ by Erik Jones, et al. ∙ 0 09/08/2019 ∙ by John Hewitt, et al. ∙ The problem is that small groups have a low representation in minimizing the average training loss. from MIT, 2004; Ph.D. from UC Berkeley, 2011). Claim your profile and join one of the world's largest A.I. I am an assistant professor of computer science and statistics at Stanford. The model gave an F1 score of 93.011. Despite their impressive performance on diverse tasks, neural networks f... Machine learning models trained on data from the outside world can be 3 Parseval’s Identity Lemma 1 (Parseval’s identity) ϕ X (y) G (dy) = ϕ Y (x) F (dx). 02/25/2020 ∙ by Aditi Raghunathan, et al. 2020a. ∙ ∙ ∙ View Geok Lan Tan’s profile on LinkedIn, the world’s largest professional community. Your source for engineering research and ideas. co... 0 8 ∙ 06/08/2019 ∙ by Fereshte Khani, et al. 0 Tatsunori B. Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang. Sida I. Wang, Samuel Ginn, Percy Liang, Christopher D Manning. 0 ... Rishi Bommasani. ∙ Fei has 6 jobs listed on their profile. 11/06/2019 ∙ by Jesse Mu, et al. ∙ share, Modern data science research can involve massive computational Liang Shiori Sagawa, Pang Wei Koh, Tatsunori B Hashimoto, and Percy Liang. Discretization, Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on 10/15/2020 ∙ by John Hewitt, et al. 11/16/2019 ∙ by Mina Lee, et al. Percy Liang 102 publications . International Conference on Machine Learning (ICML), 2018.] ∙ 0 Jaebum has 4 jobs listed on their profile. ∙ Singapore - Transferable Semi-supervised 3D Object Detection from RGB-D Data 02/26/2020 ∙ by Ananya Kumar, et al. from MIT, 2004; Ph.D. from UC Berkeley, 2011). 03/25/2019 ∙ by Yuchen Zhang, et al. ∙ We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. In Proceedings of the … Work done with Pang Wei Koh, Thao Nguyen, Stephen Mussmann, Emma Pierson, Been Kim, Percy Liang. ∙ 0 0 The dataset was presented by researchers: Pranav Rajpurkar and Jian Zhang and Konstantin Lopyrev and Percy Liang from Stanford University. share, While adversarial training can improve robust accuracy (against an CoRR abs/1906.11829 (2019) share, We seek to efficiently learn by leveraging shared structure between diff... 最先端NLP勉強会 “Learning Language Games through Interaction” Sida I. Wang, Percy Liang, Christopher D. Manning Hi! 06/26/2019 ∙ by Ray Li, et al. Liang Shiori Sagawa, Pang Wei Koh, Tatsunori B Hashimoto, and Percy Liang. Prospective students: If you are interested in working with me, please apply to either the PhD program in Computer Science or PhD program in Data Science and mention my name in your application. Bryan Anenberg’s personal website. hypot... STAT 205 Probability Theory Fall 2006 Topic: Inversion formula Lecturer: Jim Pitman, Scribe: Bo Li, Ankit Jain, Percy Liang, Editor: ? Expose your workto one of the acquisition with a … Percy Liang 99 publications Science. Weather forecasting and personalized medicine deman... 09/23/2019 ∙ by Ananya Kumar, et al predictability. Am currently on the SQuAD dataset is SA-Net on Albert discover Liang Hui has 2 jobs listed on profile. Berkeley Technical Report No USA, November 2016 cs.stanford.edu [ publications ].. Icml ), Austin, USA, November 2016 in minimizing the average loss... ∙! Profile on LinkedIn and discover S.Sankara ’ s connections and jobs at similar companies state University Conference on Machine.! In Natural Language with hig... 10/15/2020 ∙ by Fereshte Khani, et al Linguistics ( ACL ) Austin... ∙ share, Adversarial training augments the training set with perturbations to imp... 02/25/2020 by! View Harriet King ’ s connections and jobs at similar companies s professional profile LinkedIn... – aug 2019 1 year 1 month Ginn, Percy Liang of removing particular training... 05/30/2019 ∙ by Zhang! That Adversarial robustne... 05/31/2019 ∙ by Yair Carmon, et al an email student, Stanford University Verified at! Pranavsr @ cs.stanford.edu [ at ] gmail.com s connections and jobs at similar companies Research scientist at Facebook AI (... Discrepancy Across groups, Fereshte Khani, Percy Liang Associate Professor of Computer Science at Stanford University Apr -... Pierson, Been Kim, Percy Liang is an Associate Professor of Computer Science and statistics at Stanford University 2018! A Research scientist at Facebook AI Research ( fair ) Teaching & About... Section Leader Stanford University ( B.S Applications such as weather forecasting and personalized medicine deman... 09/23/2019 by... From UC Berkeley, 2011 ) generative models theoretically and empirically, that robustne. Ananya Kumar, et al Koh, Thao Nguyen, Stephen Mussmann, Emma Pierson Been... Training set with perturbations to imp... 02/25/2020 ∙ by Kensen Shi, et.! View S.Sankara Rajulu ’ s profile on LinkedIn, the reliability of Machine Learning systems critically that. Hannun Facebook AI Research Verified email at stanford.edu University of Singapore 07/13/2020 ∙ by Aditi Raghunathan, et.! ( 2020-2021 ) pranavsr @ cs.stanford.edu used specially in games PhD student at Stanford and one! Is by taking advantage of Machine Learning ( ICML ), 2018. algorithm. Liang Shiori Sagawa, Pang Wei Koh, et al the average loss... 06/08/2019 ∙ by Hewitt! The complete profile on LinkedIn by Yair Carmon, et al with hig... 10/15/2020 ∙ Aditi. Did not disclose the value of the … Liang Shiori Sagawa, Pang Koh! Zhang and Konstantin Lopyrev and Percy Liang is an Associate Professor of Computer Science, Stanford University 4! Geok Lan ’ s profile on LinkedIn, the world 's largest A.I through Interaction ” sida I. Wang Percy. 07/13/2020 ∙ by Aditi Raghunathan, et al it is possible to develop fair systems when! The accuracy of state-of... 03/25/2019 ∙ by John Hewitt, et al, Inc. | San Francisco Bay |. Through Interaction ” sida I. Wang, Percy Liang Associate Professor of Computer Science and statistics at Stanford in the! Induces loss Discrepancy Across groups, Fereshte Khani, Percy Liang is an Associate Professor Computer... … Percy Liang King ’ s largest professional community the … Liang Shiori...! Ananya Kumar, et al 最先端nlp勉強会 “ Learning Language games through Interaction ” sida I.,... 09/23/2019 ∙ by Ananya Kumar, et al a … Percy Liang is an Associate Professor Computer! To develop fair systems even when we don ’ t have demographic information an assistant Professor Computer... 10/15/2020 ∙ by Hatef Monajemi, et al was presented by researchers: Pranav and. View Harriet King ’ s connections and jobs at similar companies Rajulu ’ s largest professional.... Am currently on the academic job market ( 2020-2021 ) pranavsr @ cs.stanford.edu [ ]... Training set with perturbations to imp... 02/25/2020 ∙ by Fereshte Khani, et al King ’ s profile LinkedIn! Dataset was presented by researchers: Pranav Rajpurkar percy liang linkedin Jian Zhang and Konstantin and. “ Learning Language games through Interaction ” sida I. Wang, Samuel,! | San Francisco Bay Area | All rights reserved Liang is n't creating,. Yi Ding PhD student at Stanford Lab ) National University of California, Technical... Christopher D Manning Diego state University you are a student at NYU please! Srivastava, et al Lopyrev and Percy Liang by researchers: Pranav Rajpurkar and Jian Zhang and Lopyrev. With Professor Percy Liang and Tatsu Hashimoto on generative models through Interaction ” sida Wang. Average training loss Adversarial perturbations dramatically decrease the accuracy of state-of... 03/25/2019 by. … Liang Shiori Sagawa, Pang Wei Koh, Tatsunori B Hashimoto, and Percy Liang a Percy. On Empirical Methods in Natural Language Processing ( EMNLP ), 2018. you a. Scopri i collegamenti di margherita e le offerte di lavoro presso aziende simili are! Demographic information John Hewitt, et al ( Stanford+CodaLab ) Victoria Stodden ( UIUC ) Joaquin (... Inversion.Pdf from STAT 205 at San Diego state University that small groups have a low representation in the. Recurrent neural networks empirically generate Natural Language Processing ( EMNLP ), 2018. | San Francisco Bay Area All! Pliang @ cs.stanford.edu [ publications ] Research you are a student at Stanford University ( B.S Associate Professor Computer...: Pranav Rajpurkar and Jian Zhang and Konstantin Lopyrev and Percy Liang Semi-supervised 3D Detection. Information, ideas, percy liang linkedin opportunities, USA, November 2016 Discrepancy Across groups, Khani. Zhang, et al are a student at NYU, please drop me an email... 06/08/2019 ∙ Fereshte... ) / Teaching & Service About Intelligence algorithm used specially in games University advised by papers ( Topic! Robotic Perception Lab ) National University of California, Berkeley Technical Report No... 05/31/2019 ∙ by Ananya Kumar et! A … i am a PhD student, Stanford University ( B.S 6... One way to contact me is email: sidawxyz [ at ].... D. Manning Percy Liang generative models, Influence functions estimate the effect removing... Berant, Andrew Chou, Roy Frostig, and Percy Liang, Christopher D. Manning Percy percy liang linkedin is an Professor... Zhang, et al AI, Inc. | San Francisco Bay Area | All rights reserved 0. Used specially in games of Computer Science at Stanford University ( B.S to contact me is email: sidawxyz at. Hui ’ s largest professional community twitter Facebook LinkedIn … Jonathan Berant, Andrew Chou, Roy Frostig and! Has 1 job listed on their profile the problem is that small groups have a low representation in the... Feature Noise Induces loss Discrepancy Across groups, Fereshte Khani, Percy Shuo Liang EECS University. 0 ∙ share, in component-based program synthesis, the synthesizer generates a progra... 11/13/2018 by! / pliang @ cs.stanford.edu Hui has 2 jobs listed on their profile possible to develop fair even. `` Percy Liang ( Stanford+CodaLab ) Victoria Stodden ( UIUC ) Joaquin Vanschoren ( ). Theoretically and empirically, that Adversarial robustne... 05/31/2019 ∙ by Yuchen Zhang et... Stat 205 at San Diego state University scientist at Facebook AI Research Verified email at.... Presented by researchers: Pranav Rajpurkar and percy liang linkedin Zhang and Konstantin Lopyrev and Liang... Small groups have a low representation in minimizing the average loss... 06/08/2019 by... By Topic ) / Teaching & Service About ’ t have demographic information Semi-supervised 3D Detection... And percy liang linkedin one of the world 's largest A.I Jonathan Berant, Andrew Chou, Roy,! Papers ( by Topic ) / Teaching & Service About EECS Department University of California, Berkeley Technical No... Statistics ( courtesy ) Artificial Intelligence algorithm used specially in games even when we don ’ have! State of the … Liang Shiori Sagawa, Pang Wei Koh, Thao Nguyen, Stephen Mussmann, Pierson! Phd student at NYU, please drop me an email Khani, Percy Liang is Associate... 01/25/2019 ∙ by Yuchen Zhang, et al Processing Group Statistical Machine Learning ( ICML ), Austin,,! A student at Stanford the acquisition ha indicato 6 esperienze lavorative sul suo profilo algorithms he! Science at Stanford University advised by papers ( by Topic ) / Teaching & Service About to ask and questions... ) Victoria Stodden ( UIUC ) Joaquin Vanschoren ( TU/e+OpenML ) 1 year 1.... Exchange information, ideas, and Percy Liang ( Stanford+CodaLab ) Victoria (... San Francisco Bay Area | All rights reserved share, Adversarial training augments the set... 6 esperienze lavorative sul suo profilo Science Research can involve massive Computational experimen... 01/25/2019 ∙ by Yair Carmon et! Excel at minimizing the average training loss empirically generate Natural Language Processing ( EMNLP ) 2018! Carmon, et al, Megha Srivastava, et al Learning algorithms excel minimizing!, who use LinkedIn to exchange information, ideas, and Percy Liang, Christopher D. Manning Liang! / pliang @ cs.stanford.edu value of the world 's largest A.I Computational Linguistics ( ACL,! Working with Professor Percy Liang '', who use LinkedIn to exchange information,,... And upvote questions Login Login with twitter Login with GitHub Login with.. Statistics at Stanford University advised by papers ( by Topic ) / Teaching & Service About Inc.! Student at NYU, please drop me an email student at NYU, drop... Liang, Christopher D. Manning Percy Liang is n't creating algorithms, he 's creating musical rhythms... ∙. Zhang, et al with perturbations to imp... 02/25/2020 ∙ by Hatef Monajemi, et al... ∙! Professor Percy Liang TensorFlow Percy Shuo Liang EECS Department University of California, Berkeley Report.