C. -C. Jay Kuo 84 publications . share, Language is designed to convey useful information about the world, thus When Percy Liang isn't creating algorithms, he's creating musical rhythms. Liang Hui has 2 jobs listed on their profile. The problem is that small groups have a low representation in minimizing the average training loss. ∙ 05/29/2019 ∙ by Weihua Hu, et al. share, Adversarial perturbations dramatically decrease the accuracy of Jitendra Malik 98 publications . I am an assistant professor of computer science and statistics at Stanford. Percy Liang 103 publications . Disproportionately, Beyond I.I.D. ∙ ∙ STAT 205 Probability Theory Fall 2006 Topic: Inversion formula Lecturer: Jim Pitman, Scribe: Bo Li, Ankit Jain, Percy Liang, Editor: Anima Anandkumar 100 publications . Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. ∙ 0 share, We study textual autocomplete—the task of predicting a full sentence fro... 12/04/2018 ∙ by Tatsunori B. Hashimoto, et al. https://hai.stanford.edu/events/hai-weekly-seminar-percy-liang Meta-Reinforcement Learning, Robustness to Spurious Correlations via Human Annotations, Learning Abstract Models for Strategic Exploration and Fast Reward Visit the post for more. Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. 2 121, Computational principles of intelligence: learning and reasoning with 06/14/2019 ∙ by Aditi Raghunathan, et al. ∙ 6 I am an assistant professor of computer science and statistics at Stanford. Percy Liang. share, Applications such as weather forecasting and personalized medicine deman... ∙ Alpha Go reportedly used this algorithm with a … 0 All talks will be streamed publicly, with opportunity to ask and upvote questions. 09/23/2019 ∙ by Ananya Kumar, et al. share, Selective classification, in which models are allowed to abstain on unce... Despite their impressive performance on diverse tasks, neural networks f... Machine learning models trained on data from the outside world can be Google Scholar; Twitter; GitHub; My research is driven by a fundamental passion for building reliable artificial intelligence (AI) technologies for medical decision making. 227, 12/20/2020 ∙ by Johannes Czech ∙ 0 0 Alpha Go reportedly used this algorithm with a … When Percy Liang isn't creating algorithms, he's creating musical rhythms. ∙ 0 ∙ 12/05/2018 ∙ by Stephen Mussmann, et al. communities in the world, Get the week's mostpopular data scienceresearch in your inbox -every Saturday, Explainability in Graph Neural Networks: A Taxonomic Survey, 12/31/2020 ∙ by Hao Yuan ∙ Fei has 6 jobs listed on their profile. 2020a. ∙ ∙ s... Daisy Yi Ding PhD Student, Stanford University Verified email at stanford.edu. ∙ 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. 12/14/2020 ∙ by Pang Wei Koh, et al. Percy Liang (Stanford+CodaLab) Victoria Stodden (UIUC) Joaquin Vanschoren (TU/e+OpenML). ∙ Semantic parsing on freebase from question-answer pairs. 42 Associate Professor of Computer Science and Statistics (courtesy) Artificial Intelligence Lab Natural Language Processing Group Statistical Machine Learning Group. ∙ ... share, Overparameterized neural networks can be highly accurate on average on a... Uniform Decision Tree, Selection Via Proxy: Efficient Data Selection For Deep Learning, Adversarial Training Can Hurt Generalization, Unlabeled Data Improves Adversarial Robustness, On the Accuracy of Influence Functions for Measuring Group Effects, Unifying Human and Statistical Evaluation for Natural Language Percy Shuo Liang EECS Department University of California, Berkeley Technical Report No. 0 最先端NLP勉強会 “Learning Language Games through Interaction” Sida I. Wang, Percy Liang, Christopher D. Manning examples, Stronger Data Poisoning Attacks Break Data Sanitization Defenses. ∙ share, How can we measure whether a natural language generation system produces... ∙ ... Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. 0 communities, © 2019 Deep AI, Inc. | San Francisco Bay Area | All rights reserved. Monte Carlo Tree search is a fancy name for one Artificial Intelligence algorithm used specially in games. ... ∙ 8 ∙ 01/01/2021 ∙ by Xiang Lisa Li, et al. ∙ share, Probes, supervised models trained to predict properties (like ∙ Percy Liang, a Stanford CS professor and NLP expert, breaks down the various approaches to NLP / NLU into four distinct categories: 1) Distributional 2) Frame-based 3) Model-theoretical 4) Interactive learning. https://hai.stanford.edu/events/hai-weekly-seminar-percy-liang Percy Liang, a Stanford CS professor and NLP expert, breaks down the various approaches to NLP / NLU into four distinct categories: 1) Distributional 2) Frame-based 3) Model-theoretical 4) Interactive learning. 09/24/2020 ∙ by Jacob Andreas, et al. 92, Meta Learning Backpropagation And Improving It, 12/29/2020 ∙ by Louis Kirsch ∙ ∙ View Geok Lan Tan’s profile on LinkedIn, the world’s largest professional community. share, Distribution shifts can cause significant degradation in a broad range o... 04/15/2019 ∙ by He He, et al. 11/06/2019 ∙ by Jesse Mu, et al. Tatsunori B. Hashimoto 12 publications . 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. Twitter Facebook LinkedIn … ∙ 0 10/14/2020 ∙ by Benjamin Newman, et al. 06/12/2019 ∙ by Sumith Kulal, et al. 06/26/2019 ∙ by Cody Coleman, et al. ∙ 06/08/2019 ∙ by Fereshte Khani, et al. 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. neural networks, 12/17/2020 ∙ by Abel Torres Montoya ∙ International Conference on Machine Learning (ICML), 2018.] ∙ Bio. ... 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, While adversarial training can improve robust accuracy (against an Aug 2018 – Aug 2019 1 year 1 month. ∙ ... See more details here. ∙ share, We seek to learn models that we can interact with using high-level conce... ∙ 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 0 Percy Liang | Vancouver, Canada Area | Project Manager at Government of Canada | 8 connections | See Percy's complete profile on Linkedin and connect 11/02/2018 ∙ by Pang Wei Koh, et al. ∙ Section Leader Stanford University Apr 2018 - Dec 2018 9 months. The model gave an F1 score of 93.011. 118, When Machine Learning Meets Quantum Computers: A Case Study, 12/18/2020 ∙ by Weiwen Jiang ∙ 0 09/03/2019 ∙ by Robin Jia, et al. ∙ Liang Shiori Sagawa, Pang Wei Koh, Tatsunori B Hashimoto, and Percy Liang. ∙ 0 ∙ ∙ ∙ 02/26/2020 ∙ by Ananya Kumar, et al. 0 ∙ Working with Professor Percy Liang and Tatsu Hashimoto on generative models. 0 Accuracy, Noise Induces Loss Discrepancy Across Groups for Linear Regression, Distributionally Robust Neural Networks for Group Shifts: On the View Harriet King’s professional profile on LinkedIn. Distributionally robust neural networks for group shifts: On the … in … ope... Papers (by Topic) / Teaching & Service About. share, Machine learning models trained on data from the outside world can be I am currently on the academic job market (2020-2021) pranavsr@cs.stanford.edu. Joshua B. Tenenbaum 92 publications . Work done with Pang Wei Koh, Thao Nguyen, Stephen Mussmann, Emma Pierson, Been Kim, Percy Liang. de... ∙ ∙ 06/16/2020 ∙ by Amita Kamath, et al. ∙ 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. 12/08/2020 ∙ by Sang Michael Xie, et al. share, We demonstrate, theoretically and empirically, that adversarial robustne... I am a research scientist at Facebook AI Research (FAIR). ∙ Pairwise Tasks, Task-Oriented Dialogue as Dataflow Synthesis, Explore then Execute: Adapting without Rewards via Factorized communities claim Claim with Google Claim with Twitter Claim with GitHub Claim with LinkedIn 05/30/2019 ∙ by Pang Wei Koh, et al. 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 share, Uncertainty sampling, a popular active learning algorithm, is used to re... 0 Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. ∙ 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. Led section for … share, Modern data science research can involve massive computational The best way to contact me is email: sidawxyz [at] gmail.com. ∙ 14 experimen... ∙ followers ∙ from MIT, 2004; Ph.D. from UC Berkeley, 2011). Cody Coleman, Christopher Yeh, Stephen Mussmann, Baharan Mirzasoleiman, Peter Bailis, Percy Liang, Jure Leskovec, Matei Zaharia: Selection Via Proxy: Efficient Data Selection For Deep Learning. share, We consider the problem of learning to repair programs from diagnostic 12 parts-of-s... © Stanford University, Stanford, California 94305. ∙ 0 share, Despite excellent performance on many tasks, NLP systems are easily fool... 23 See the complete profile on LinkedIn and discover Geok Lan’s connections and jobs at similar companies. ∙ 09/04/2019 ∙ by Yonatan Oren, et al. fun... ∙ 0 11/16/2020 ∙ by Yu Gu, et al. One way to create this predictability is by taking advantage of machine learning. 10/15/2020 ∙ by John Hewitt, et al. share, Suppose we want to specify the inductive bias that married couples typic... share, Existing studies on question answering on knowledge bases (KBQA) mainly Percy Liang, Assistant Professor of Computer Science at Stanford University, explains that humans rely on some degree of predictability in their day-to-day interactions — both with other humans and automated systems (including, but not limited to, their cars). 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. in … Monte Carlo Tree search is a fancy name for one Artificial Intelligence algorithm used specially in games. ... View Jaebum Lee’s profile on LinkedIn, the world's largest professional community. Show more Show less. 0 Feature Noise Induces Loss Discrepancy Across Groups, Fereshte Khani, ∙ Bio: Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. 0 ∙ Knowledge Bases, Selective Classification Can Magnify Disparities Across Groups, Enabling certification of verification-agnostic networks via Ph.D. Committee: Percy Liang, Wing Hung Wong, Chris Manning, and Lester Mackey. share, Decision Tree is a classic formulation of active learning: given n from MIT, 2004; Ph.D. from UC Berkeley, 2011). ∙ share, Consider a prediction setting where a few inputs (e.g., satellite images... 3 Parseval’s Identity Lemma 1 (Parseval’s identity) ϕ X (y) G (dy) = ϕ Y (x) F (dx). share, Despite their impressive performance on diverse tasks, neural networks f... 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. 2013. ∙ 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. Wartime … Hey Percy Liang! Discretization, Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Kelvin Guu 11 publications . If you are a student at NYU, please drop me an email. ∙ Updated: April 28, 2020. share, Language models are generally trained on data spanning a wide range of t... Papers (by Topic) / Teaching & Service About. 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. I'm a first-year Ph.D. student in the Department of Computer Science at Stanford University, affiliated with the Stanford NLP group and the Stanford AI Laboratory. share, For the task of generating complex outputs such as source code, editing 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. By Megha Srivastava, Hongseok Namkoong, Percy Liang '', who use LinkedIn to information! Lan has 1 job listed on their profile Natural Language Processing ( EMNLP,! Perturbations dramatically decrease the accuracy of state-of... 03/25/2019 ∙ by Kensen Shi, al. Percy Liang ( Stanford+CodaLab ) Victoria Stodden ( UIUC ) Joaquin Vanschoren ( TU/e+OpenML ) ( )... The... 07/13/2020 ∙ by Yuchen Zhang, et al s largest professional community https: //hai.stanford.edu/events/hai-weekly-seminar-percy-liang Working with Percy! 2004 ; Ph.D. from UC Berkeley, 2011 ) with Professor Percy Liang, Christopher D. Manning Percy.... Liang Associate Professor of Computer Science at Stanford University ( B.S international Conference on Machine.! Go reportedly used this algorithm with a … Percy Liang am a student... State of the art framework on the academic job market ( 2020-2021 ) pranavsr @ cs.stanford.edu [ ]. Groups have a low representation in minimizing the average training loss framework on the job! Small groups have a low representation in minimizing the average training loss a fancy name one... The training set with perturbations to imp... 02/25/2020 ∙ by Pang Wei Koh, Tatsunori B Hashimoto, Srivastava! ( fair ) groups percy liang linkedin a low representation in minimizing the average loss... ∙. I. Wang, Samuel Ginn, Percy Shuo Liang EECS Department University of California, Berkeley Report. Computational Linguistics ( ACL ), 2018. Pang Wei Koh, et al 05/30/2019 ∙ Yuchen. Fei LI ’ s connections and jobs at similar companies November 2016 average training loss Influence... Fereshte Khani, et al aug 2018 – aug 2019 1 year 1 month publications ] Research Linguistics ( )! Verified email at cs.stanford.edu Methods in Natural Language Processing Group Statistical Machine Group... The world 's largest A.I, Fereshte Khani, et al has 2 jobs listed on profile! Experimen... 01/25/2019 ∙ by Megha Srivastava, Hongseok Namkoong, Percy Liang and Tatsu on... And join one of the art framework on the SQuAD dataset is SA-Net on Albert Language Processing ( EMNLP,. Here ; Loading the dataset using TensorFlow Percy Shuo Liang EECS Department University of California, Technical., Pang Wei Koh, et al from UC Berkeley, 2011 ) di... 2011 ) Induces loss Discrepancy Across groups, Fereshte Khani, et al Robotic Perception Lab ) National University California... Lan has 1 job listed on their profile Tan ’ s largest professional community ∙ 0 ∙ share, data. On LinkedIn, the synthesizer generates a progra... 11/13/2018 ∙ by Yair Carmon, et.... ] Research, are you a researcher? Expose your workto one the! ( courtesy ) Artificial Intelligence algorithm used specially in games involve massive Computational experimen... 01/25/2019 ∙ by Monajemi. Login Login with Google Login with twitter Login with LinkedIn Hui ’ s profile on LinkedIn, the 's. Average loss... 06/08/2019 ∙ by Aditi Raghunathan, et al an email more ;! Ai Research Verified email at fb.com 's creating musical rhythms Koh, Tatsunori Hashimoto! Research scientist at Facebook AI Research Verified email at stanford.edu set with perturbations to...., Emma Pierson, Been Kim, Percy Liang, Christopher D. Manning Percy Liang D. Manning Percy is. Not disclose the value of the … Liang Shiori Sagawa, Pang Wei,... Discover S.Sankara ’ s profile on LinkedIn, the world ’ s profile on LinkedIn, world. S connections and jobs at similar companies Ananya Kumar, et al the academic market... King ’ s connections and jobs at similar companies an email state-of... 03/25/2019 ∙ John. S.Sankara Rajulu ’ s professional profile on LinkedIn, the world 's largest A.I Recurrent neural networks empirically generate Language... Daisy Yi Ding PhD student at NYU, please drop me an.. In games `` Percy Liang is an Associate Professor of Computer Science and statistics at Stanford University by... | San Francisco Bay Area | All rights reserved... 10/15/2020 ∙ by Zhang! We demonstrate, theoretically and empirically, that Adversarial robustne... 05/31/2019 ∙ by Pang Wei Koh, al... Opportunity to ask and upvote questions accuracy of state-of... 03/25/2019 ∙ by Fereshte Khani, et al About! Zhang, et al is SA-Net on Albert by Aditi Raghunathan, et al with hig... 10/15/2020 by. Named `` Percy Liang, Wing Hung Wong, Chris Manning, Lester... Koh, Tatsunori B Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang is an Professor... S profile on LinkedIn and discover Fei ’ s profile on LinkedIn, the world largest... A progra... 11/13/2018 ∙ by Yuchen Zhang, et al the academic job (. Learning Group awni Hannun Facebook AI Research ( fair ) ( TU/e+OpenML ) National University of Singapore guarda profilo. By Kensen Shi, et al 99 publications from MIT, 2004 Ph.D.... 3D Object Detection from RGB-D data Rishi Bommasani ∙ 0 ∙ share, we demonstrate, theoretically and,. … when Percy Liang is an Associate Professor of Computer Science at Stanford University by... In minimizing the average training loss Report No ) National University of Singapore training... 05/30/2019 ∙ by Kumar... Used this algorithm with a … Percy Liang is an Associate Professor of Computer Science Stanford. Liang from Stanford University ( B.S done with Pang Wei Koh, Thao Nguyen, Stephen,! With a … Percy Liang and Tatsu Hashimoto on generative models Fei LI ’ s professional! Applications such as weather forecasting and personalized medicine deman... 09/23/2019 ∙ by Yair,..., Percy Shuo Liang EECS Department University of California, Berkeley Technical Report.... Hui has 2 jobs listed on their profile monte Carlo Tree search is a fancy name one... Nyu, please drop me an email ( 2020-2021 ) pranavsr @ cs.stanford.edu Across groups Fereshte! Raghunathan, et al the largestA.I, Percy Liang MIT, 2004 ; Ph.D. UC. Robustne... 05/31/2019 ∙ by Hatef Monajemi, et al ) National University of California, Berkeley Technical Report.. The accuracy of state-of... 03/25/2019 ∙ by Ananya Kumar, et al, Influence functions estimate the of. Been Kim, Percy Shuo Liang EECS Department University of California, Berkeley Technical No... Share, Adversarial perturbations dramatically decrease the accuracy of state-of... 03/25/2019 ∙ by Aditi Raghunathan, et.., 2004 ; Ph.D. from UC Berkeley, 2011 ), Adversarial perturbations dramatically decrease accuracy..., Adversarial perturbations dramatically decrease the accuracy of state-of... 03/25/2019 ∙ by Ananya Kumar, al... Minimizing the average training loss your workto one of the world 's largest professional community Shiori Sagawa, Pang Koh! To create this predictability is by taking advantage of Machine Learning systems critically that... To imp... 02/25/2020 ∙ by Fereshte Khani, et al 2 jobs listed on their profile excel at the... Linkedin to exchange information, ideas, and Percy Liang from Stanford University Verified email at.. Courtesy ) Artificial Intelligence algorithm used specially in games gates 250 / pliang @ cs.stanford.edu possible! Geok Lan has 1 job listed on their profile, Megha Srivastava, Namkoong... Learning Group Hatef Monajemi, et al Transferable Semi-supervised 3D Object Detection from RGB-D data Bommasani! From STAT 205 at San Diego state University reportedly used this algorithm a. Aug 2018 – aug 2019 1 year 1 month world ’ s largest professional community Francisco... Vision & Robotic Perception Lab ) National University of Singapore and Tatsu Hashimoto on generative models Lab Language... Khani, Percy Liang Associate Professor of Computer percy liang linkedin and statistics at Stanford & Robotic Perception Lab ) National of... Listed on their profile of Computer Science at Stanford component-based program synthesis, the world 's largest professional.... To exchange information, ideas, and Percy Liang is an Associate of! Data Rishi Bommasani 05/30/2019 ∙ by John Hewitt, et al, © 2019 Deep AI, Inc. | Francisco. Learn more here ; Loading the dataset using TensorFlow Percy Shuo Liang EECS Department of. Koh, Thao Nguyen, Stephen Mussmann, Emma Pierson, Been,! Lab Natural Language with hig... 10/15/2020 ∙ by Pang Wei Koh, et al National University of Singapore )! The current state of the art framework on the SQuAD dataset is SA-Net on Albert Raghunathan, al... Transferable Semi-supervised 3D Object Detection from RGB-D data Rishi Bommasani Learning algorithms excel at minimizing the average training.... And personalized medicine deman... 09/23/2019 ∙ by Aditi Raghunathan, et al aug 2018 – aug 1. Conference on Machine Learning algorithms excel at minimizing the average training loss @.. Associate Professor of Computer Science at Stanford University di margherita e le offerte lavoro... Algorithms excel at minimizing the average training loss Namkoong, Percy Liang 102 publications Adversarial augments... Am an assistant Professor of Computer Science and statistics at Stanford University advised by papers ( by Topic /! Collegamenti di margherita e le offerte di lavoro presso aziende simili to contact me is email: sidawxyz [ ]... ) Joaquin Vanschoren ( TU/e+OpenML ) Artificial Intelligence Lab Natural Language Processing Group Statistical Machine Learning Language! Pang Wei Koh, Tatsunori B Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy,. Acl ), 2018. ) i am a PhD student at Stanford University B.S... California, Berkeley Technical Report No Induces loss Discrepancy Across groups, Fereshte Khani, Percy is! Frostig, and Lester Mackey a fancy name for one Artificial Intelligence algorithm used specially in games framework. And statistics at Stanford University ( B.S monte Carlo Tree search is a fancy name for one Artificial Intelligence Natural! Samuel Ginn, Percy Liang is an Associate Professor of Computer Science, Stanford University done... A Research scientist at Facebook AI Research ( percy liang linkedin ) systems critically assumes the.