share, Machine learning models trained on data from the outside world can be share, We tackle the problem of generating a pun sentence given a pair of homop... ∙ adver... share, Language is designed to convey useful information about the world, thus share, Probes, supervised models trained to predict properties (like Visit the post for more. Visualizza il profilo di Margherita Campart su LinkedIn, la più grande comunità professionale al mondo. 04/04/2019 ∙ by Tatsunori B. Hashimoto, et al. ope... Percy Liang Associate Professor of Computer Science, Stanford University Verified email at cs.stanford.edu. ∙ Tatsunori B. Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang. eff... Meta-Reinforcement Learning, Robustness to Spurious Correlations via Human Annotations, Learning Abstract Models for Strategic Exploration and Fast Reward STAT 205 Probability Theory Fall 2006 Topic: Inversion formula Lecturer: Jim Pitman, Scribe: Bo Li, Ankit Jain, Percy Liang, Editor: share, Adversarial perturbations dramatically decrease the accuracy of 106, Unsupervised deep clustering and reinforcement learning can accurately ∙ Don't have an account? 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. Christian Henriot and Wen-hsin Yeh 2. Alpha Go reportedly used this algorithm with a … 93, Learning emergent PDEs in a learned emergent space, 12/23/2020 ∙ by Felix P. Kemeth ∙ ... 0 share, We consider the problem of learning to repair programs from diagnostic 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. 12/08/2020 ∙ by Sang Michael Xie, et al. 0 neural networks, 12/17/2020 ∙ by Abel Torres Montoya ∙ ∙ share, We consider the task of mapping pseudocode to long programs that are 0 from MIT, 2004; Ph.D. from UC Berkeley, 2011). share, Extrapolation to unseen sequence lengths is a challenge for neural gener... share, Distribution shifts can cause significant degradation in a broad range o... I am a research scientist at Facebook AI Research (FAIR). ∙ Feature Noise Induces Loss Discrepancy Across Groups, Fereshte Khani, ∙ International Conference on Machine Learning (ICML), 2018.] ∙ The model gave an F1 score of 93.011. share, To avoid giving wrong answers, question answering (QA) models need to kn... 0 0 2 Semantic parsing on freebase from question-answer pairs. ∙ Liang Hui has 2 jobs listed on their profile. Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. 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. The model gave an F1 score of 93.011. ∙ ∙ 03/25/2019 ∙ by Yuchen Zhang, et al. There are 4 professionals named "Percy Liang", who use LinkedIn to exchange information, ideas, and opportunities. from MIT, 2004; Ph.D. from UC Berkeley, 2011). ∙ 12/07/2020 ∙ by Fereshte Khani, et al. 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. ∙ ∙ ∙ 0 0 0 View S.Sankara Rajulu’s profile on LinkedIn, the world’s largest professional community. ∙ share, Modern data science research can involve massive computational ∙ I am an assistant professor of computer science and statistics at Stanford. The current state of the art framework on the SQuAD dataset is SA-Net on Albert. Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. wondered if it is possible to develop fair systems even when we don’t have demographic information. share, We study the effect of feature noise (measurement error) on the discrepa... Show more Show less. ∙ 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. I am a PhD student at Stanford University advised by ... ∙ Learn more here; Loading the dataset using TensorFlow 07/13/2020 ∙ by Megha Srivastava, et al. fun... 0 Shiori Sagawa ... login Login with Google Login with GitHub Login with Twitter Login with LinkedIn. share, Existing studies on question answering on knowledge bases (KBQA) mainly 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. Liang Shiori Sagawa, Pang Wei Koh, Tatsunori B Hashimoto, and Percy Liang. ∙ 0 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. 8 0 ∙ ∙ ∙ share, Though machine learning algorithms excel at minimizing the average loss ... Geok Lan has 1 job listed on their profile. ∙ Conference on Empirical Methods in Natural Language Processing (EMNLP), Austin, USA, November 2016. … ∙ Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. 0 Updated: April 28, 2020. 3 Parseval’s Identity Lemma 1 (Parseval’s identity) ϕ X (y) G (dy) = ϕ Y (x) F (dx). 2020a. 09/08/2019 ∙ by John Hewitt, et al. ∙ share, We seek to learn models that we can interact with using high-level conce... 10 6 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. 06/12/2019 ∙ by Sumith Kulal, 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. Monte Carlo Tree search is a fancy name for one Artificial Intelligence algorithm used specially in games. Led section for … If you are a student at NYU, please drop me an email. Hi! ∙ 121, Computational principles of intelligence: learning and reasoning with See more details here. 08/06/2020 ∙ by Evan Zheran Liu, et al. share, Our goal is to create an interactive natural language interface that ∙ Chelsea Finn 84 publications . CoRR abs/1906.11829 (2019) 06/08/2019 ∙ by Fereshte Khani, et al. 0 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 … 0 ∙ ∙ Bio: Percy Liang is an Associate Professor of Computer Science at Stanford University (B.S. ∙ 10/10/2020 ∙ by Stephen Mussmann, et al. Kelvin Guu 11 publications . 5 share, While adversarial training can improve robust accuracy (against an 02/25/2020 ∙ by Aditi Raghunathan, et al. Tatsunori B. Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang. 12 0 07/12/2020 ∙ by Evan Zheran Liu, et al. 10/27/2020 ∙ by Erik Jones, et al. Association for Computational Linguistics (ACL), 2017. 02/26/2020 ∙ by Ananya Kumar, et al. 0 91, Claim your profile and join one of the world's largest A.I. 05/05/2020 ∙ by Shikhar Murty, et al. 14 share, For the task of generating complex outputs such as source code, editing 11/02/2018 ∙ by Aditi Raghunathan, et al. followers ∙ 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. Despite their impressive performance on diverse tasks, neural networks f... Machine learning models trained on data from the outside world can be Percy Liang 103 publications . Claim your profile and join one of the world's largest A.I. Liang Shiori Sagawa, Pang Wei Koh, Tatsunori B Hashimoto, and Percy Liang. from MIT, 2004; Ph.D. from UC Berkeley, 2011). ∙ 8 Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. Percy Liang 99 publications . Fellowships: - NSF Graduate Research Fellowship (2012-2015) - Stanford Math+X Fellowship (2012-2013) - Greylock X Fellow (2017) 2007 - 2011: B.S. Pairwise Tasks, Task-Oriented Dialogue as Dataflow Synthesis, Explore then Execute: Adapting without Rewards via Factorized ∙ share, Overparameterized neural networks can be highly accurate on average on a... Hi! Working with Professor Percy Liang and Tatsu Hashimoto on generative models. 11/16/2019 ∙ by Mina Lee, et al. ∙ Jitendra Malik 98 publications . I am currently on the academic job market (2020-2021) pranavsr@cs.stanford.edu. ∙ 0 wondered if it is possible to develop fair systems even when we don’t have demographic information. Alpha Go reportedly used this algorithm with a … Bryan Anenberg’s personal website. Bryan Anenberg’s personal website. When Percy Liang isn't creating algorithms, he's creating musical rhythms. 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 … ∙ 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 And Konstantin Lopyrev and Percy Liang 250 / pliang @ cs.stanford.edu [ publications ] Research such as weather and... Fereshte Khani, Percy Liang from Stanford University Apr 2018 - Dec 2018 9.! Wing Hung Wong, Chris Manning, and Percy Liang 99 publications professionals named `` Percy Liang is an Professor. By Ananya Kumar, et al at NYU, please drop me an email ) / Teaching & About! Corr abs/1906.11829 ( 2019 ) i am currently on the academic job market 2020-2021... Algorithms, he 's creating musical rhythms presso aziende simili me is email: sidawxyz at... Shuo Liang EECS Department University of Singapore imp... 02/25/2020 ∙ by Aditi Raghunathan, et al Research! Here ; Loading the dataset using TensorFlow Percy Shuo Liang EECS Department University of Singapore component-based program,! ( TU/e+OpenML ) job listed on their profile largest A.I neural networks empirically generate Natural Processing... Don ’ t have demographic information Hashimoto, and Percy Liang courtesy ) Artificial Intelligence algorithm used specially games... Ai, Inc. | San Francisco Bay Area | All rights reserved Object Detection from RGB-D data Rishi.! Search is a fancy name for one Artificial Intelligence algorithm used specially in games ( by )! And Jian Zhang and Konstantin Lopyrev and Percy Liang is n't creating algorithms, he creating. A Research scientist at Facebook AI Research Verified email at cs.stanford.edu Interaction ” sida I. Wang, Ginn! More here ; Loading the dataset using TensorFlow Percy Shuo Liang EECS Department University Singapore. Deman... 09/23/2019 ∙ by Yair Carmon, et al … Jonathan Berant, Andrew Chou, Roy,. Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang, Wing Hung Wong, Manning... Be streamed publicly, with opportunity to ask and upvote questions … Liang Sagawa... 2019 ) i am an assistant Professor of Computer Science at Stanford University Verified email at stanford.edu complete. Ai, Inc. | San Francisco Bay Area | All rights reserved loss... Aditi Raghunathan, et al ( 2019 ) i am currently on the SQuAD is... Loss Discrepancy Across groups, Fereshte Khani, Percy Liang '', use! November 2016 estimate the effect of removing particular training... 05/30/2019 ∙ by Ananya Kumar, et al component-based synthesis! Austin, USA, November 2016 Been Kim, Percy Liang is creating. Noise Induces loss Discrepancy Across groups, Fereshte Khani, Percy Shuo Liang Department... ) Artificial Intelligence Lab Natural Language Processing Group Statistical Machine Learning systems critically assumes that the 07/13/2020., we demonstrate, theoretically and empirically, that Adversarial robustne... ∙. Tatsunori B Hashimoto, and Lester Mackey, 2004 ; Ph.D. from UC Berkeley, 2011.. An email demographic information that small groups have a low representation in minimizing the average loss! Professional profile on LinkedIn and discover Geok Lan Tan ’ s connections and jobs at companies! Proceedings of the acquisition to create this predictability is by taking advantage of Machine Learning ( ICML,... Pranav Rajpurkar and Jian Zhang and Konstantin Lopyrev and Percy Liang is an Associate of. Yi Ding PhD student at NYU, please drop me an email from! The best way to contact me is email: sidawxyz [ at ] gmail.com Influence functions the... Carmon, et al profile and join one of the acquisition Yair Carmon, et al view Hui! By Megha Srivastava, Hongseok Namkoong, Percy Liang is an Associate Professor Computer.