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Publications of Zachary C. Lipton Zachary Chase Zachary Chase Lipton ( http://dblp.L3S.de/Authors/Zachary_C._Lipton )

URL (Homepage):  http://zacklipton.com/  Author page on DBLP  Author page in RDF  Community of Zachary C. Lipton in ASPL-2

Publication years (Num. hits)
2014-2016 (17) 2017 (18) 2018 (28) 2019 (23)
Publication types (Num. hits)
article(55) inproceedings(30) phdthesis(1)
Venues (Conferences, Journals, ...)
CoRR(51) ICLR (Poster)(6) ICML(5) ICLR (Workshop)(3) ACM Queue(2) Commun. ACM(2) EMNLP(2) MLHC(2) AAAI(1) ACL (1)(1) BMVC(1) CVPR Workshops(1) ECML/PKDD (2)(1) ICLR(1) IJCAI(1) IJCNLP(1)(1) More (+10 of total 20)
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Results
Found 87 publication records. Showing 86 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Lee Cohen, Zachary C. Lipton, Yishay Mansour Efficient candidate screening under multiple tests and implications for fairness. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton Learning to Deceive with Attention-Based Explanations. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton Combating Adversarial Misspellings with Robust Word Recognition. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Divyansh Kaushik, Eduard Hovy, Zachary C. Lipton Learning the Difference that Makes a Difference with Counterfactually-Augmented Data. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Tingfung Lau, Nathan Ng, Julian Gingold, Nina Desai, Julian J. McAuley, Zachary C. Lipton Embryo staging with weakly-supervised region selection and dynamically-decoded predictions. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Haohan Wang, Songwei Ge, Eric P. Xing, Zachary C. Lipton Learning Robust Global Representations by Penalizing Local Predictive Power. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Angela H. Jiang, Daniel L.-K. Wong, Giulio Zhou, David G. Andersen, Jeffrey Dean, Gregory R. Ganger, Gauri Joshi, Michael Kaminsky, Michael Kozuch, Zachary C. Lipton, Padmanabhan Pillai Accelerating Deep Learning by Focusing on the Biggest Losers. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alankar Jain, Bhargavi Paranjape, Zachary C. Lipton Entity Projection via Machine Translation for Cross-Lingual NER. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xinyang Feng, Zachary C. Lipton, Jie Yang, Scott A. Small, Frank A. Provenzano Estimating brain age based on a healthy population with deep learning and structural MRI. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Amy Zhang, Zachary C. Lipton, Luis Pineda, Kamyar Azizzadenesheli, Anima Anandkumar, Laurent Itti, Joelle Pineau, Tommaso Furlanello Learning Causal State Representations of Partially Observable Environments. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Mansi Gupta, Nitish Kulkarni, Raghuveer Chanda, Anirudha Rayasam, Zachary C. Lipton AmazonQA: A Review-Based Question Answering Task. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Haohan Wang, Zexue He, Zachary C. Lipton, Eric P. Xing Learning Robust Representations by Projecting Superficial Statistics Out. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Zachary C. Lipton, Jacob Steinhardt Research for practice: troubling trends in machine-learning scholarship. Search on Bibsonomy Commun. ACM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zachary C. Lipton, Jacob Steinhardt Troubling Trends in Machine Learning Scholarship. Search on Bibsonomy ACM Queue The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Peiyun Hu, Zachary C. Lipton, Anima Anandkumar, Deva Ramanan Active Learning with Partial Feedback. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Haohan Wang, Zexue He, Zachary C. Lipton, Eric P. Xing Learning Robust Representations by Projecting Superficial Statistics Out. Search on Bibsonomy ICLR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yifan Wu, Ezra Winston, Divyansh Kaushik, Zachary C. Lipton Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Mansi Gupta, Nitish Kulkarni, Raghuveer Chanda, Anirudha Rayasam, Zachary C. Lipton AmazonQA: A Review-Based Question Answering Task. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton Combating Adversarial Misspellings with Robust Word Recognition. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Zachary Chase, Siddharth Prasad Learning Time Dependent Choice. Search on Bibsonomy ITCS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Mohammad Taha Bahadori, Zachary Chase Lipton Temporal-Clustering Invariance in Irregular Healthcare Time Series. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jonathon Byrd, Zachary Chase Lipton What is the Effect of Importance Weighting in Deep Learning? Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Stephan Rabanser, Stephan Günnemann, Zachary C. Lipton Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Kamyar Azizzadenesheli, Brandon Yang, Weitang Liu, Emma Brunskill, Zachary C. Lipton, Animashree Anandkumar Sample-Efficient Deep RL with Generative Adversarial Tree Search. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1David Lowell, Zachary C. Lipton, Byron C. Wallace How transferable are the datasets collected by active learners? Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zachary C. Lipton, Yu-Xiang Wang, Alexander J. Smola Detecting and Correcting for Label Shift with Black Box Predictors. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Subarna Tripathi, Zachary C. Lipton, Truong Q. Nguyen Correction by Projection: Denoising Images with Generative Adversarial Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Peiyun Hu, Zachary C. Lipton, Anima Anandkumar, Deva Ramanan Active Learning with Partial Feedback. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jonathon Byrd, Zachary C. Lipton Weighted Risk Minimization & Deep Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Davis Liang, Zhiheng Huang, Zachary C. Lipton Learning Noise-Invariant Representations for Robust Speech Recognition. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Guneet S. Dhillon, Kamyar Azizzadenesheli, Zachary C. Lipton, Jeremy Bernstein, Jean Kossaifi, Aran Khanna, Anima Anandkumar Stochastic Activation Pruning for Robust Adversarial Defense. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Divyansh Kaushik, Zachary C. Lipton How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Aditya Siddhant, Zachary C. Lipton Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zachary C. Lipton, Jacob Steinhardt Troubling Trends in Machine Learning Scholarship. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen, Laurent Itti, Anima Anandkumar Born Again Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zachary C. Lipton The mythos of model interpretability. Search on Bibsonomy Commun. ACM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zachary C. Lipton The Mythos of Model Interpretability. Search on Bibsonomy ACM Queue The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Davis Liang, Zhiheng Huang, Zachary C. Lipton Learning Noise-Invariant Representations for Robust Speech Recognition. Search on Bibsonomy SLT The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zachary C. Lipton, Xiujun Li, Jianfeng Gao, Lihong Li 0001, Faisal Ahmed 0001, Li Deng 0001 BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Aditya Siddhant, Zachary C. Lipton Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study. Search on Bibsonomy EMNLP The full citation details ... 2018 DBLP  BibTeX  RDF
1Divyansh Kaushik, Zachary C. Lipton How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks. Search on Bibsonomy EMNLP The full citation details ... 2018 DBLP  BibTeX  RDF
1Zachary C. Lipton, Julian J. McAuley, Alexandra Chouldechova Does mitigating ML's impact disparity require treatment disparity? Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Guneet S. Dhillon, Kamyar Azizzadenesheli, Zachary C. Lipton, Jeremy Bernstein, Jean Kossaifi, Aran Khanna, Animashree Anandkumar Stochastic Activation Pruning for Robust Adversarial Defense. Search on Bibsonomy ICLR (Poster) The full citation details ... 2018 DBLP  BibTeX  RDF
1Chris Donahue, Zachary C. Lipton, Akshay Balsubramani, Julian J. McAuley Semantically Decomposing the Latent Spaces of Generative Adversarial Networks. Search on Bibsonomy ICLR (Poster) The full citation details ... 2018 DBLP  BibTeX  RDF
1Ashish Khetan, Zachary C. Lipton, Animashree Anandkumar Learning From Noisy Singly-labeled Data. Search on Bibsonomy ICLR (Poster) The full citation details ... 2018 DBLP  BibTeX  RDF
1Nathan H. Ng, Julian J. McAuley, Julian Gingold, Nina Desai, Zachary C. Lipton Predicting Embryo Morphokinetics in Videos with Late Fusion Nets & Dynamic Decoders. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2018 DBLP  BibTeX  RDF
1Yanyao Shen, Hyokun Yun, Zachary C. Lipton, Yakov Kronrod, Animashree Anandkumar Deep Active Learning for Named Entity Recognition. Search on Bibsonomy ICLR (Poster) The full citation details ... 2018 DBLP  BibTeX  RDF
1Zachary C. Lipton, Yu-Xiang Wang, Alexander J. Smola Detecting and Correcting for Label Shift with Black Box Predictors. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Zachary Chase Lipton, Siddharth Prasad Learning Time Dependent Choice. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tommaso Furlanello, Zachary Chase Lipton, Michael Tschannen, Laurent Itti, Anima Anandkumar Born-Again Neural Networks. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Nathan Ng, Rodney A. Gabriel, Julian J. McAuley, Charles Elkan, Zachary C. Lipton Predicting Surgery Duration with Neural Heteroscedastic Regression. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Yanyao Shen, Hyokun Yun, Zachary C. Lipton, Yakov Kronrod, Animashree Anandkumar Deep Active Learning for Named Entity Recognition. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jean Kossaifi, Zachary C. Lipton, Aran Khanna, Tommaso Furlanello, Anima Anandkumar Tensor Regression Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1John Alberg, Zachary C. Lipton Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ashish Khetan, Zachary C. Lipton, Anima Anandkumar Learning From Noisy Singly-labeled Data. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Chris Donahue, Akshay Balsubramani, Julian J. McAuley, Zachary C. Lipton Semantically Decomposing the Latent Spaces of Generative Adversarial Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Zachary C. Lipton, Subarna Tripathi Precise Recovery of Latent Vectors from Generative Adversarial Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Zachary C. Lipton, Alexandra Chouldechova, Julian J. McAuley Does mitigating ML's disparate impact require disparate treatment? Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Chris Donahue, Zachary C. Lipton, Julian J. McAuley Dance Dance Convolution. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jean Kossaifi, Aran Khanna, Zachary C. Lipton, Tommaso Furlanello, Anima Anandkumar Tensor Contraction Layers for Parsimonious Deep Nets. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jianmo Ni, Zachary C. Lipton, Sharad Vikram, Julian J. McAuley Estimating Reactions and Recommending Products with Generative Models of Reviews. Search on Bibsonomy IJCNLP(1) The full citation details ... 2017 DBLP  BibTeX  RDF
1Zachary C. Lipton, Subarna Tripathi Precise Recovery of Latent Vectors from Generative Adversarial Networks. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2017 DBLP  BibTeX  RDF
1Chris Donahue, Zachary C. Lipton, Julian J. McAuley Dance Dance Convolution. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2017 DBLP  BibTeX  RDF
1Chris Donahue, Zachary C. Lipton, Julian J. McAuley Dance Dance Convolution. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Nathan H. Ng, Rodney A. Gabriel, Julian J. McAuley, Charles Elkan, Zachary C. Lipton Predicting Surgery Duration with Neural Heteroscedastic Regression. Search on Bibsonomy MLHC The full citation details ... 2017 DBLP  BibTeX  RDF
1Jean Kossaifi, Aran Khanna, Zachary Chase Lipton, Tommaso Furlanello, Anima Anandkumar Tensor Contraction Layers for Parsimonious Deep Nets. Search on Bibsonomy CVPR Workshops The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Yanyao Shen, Hyokun Yun, Zachary Chase Lipton, Yakov Kronrod, Animashree Anandkumar Deep Active Learning for Named Entity Recognition. Search on Bibsonomy Rep4NLP@ACL The full citation details ... 2017 DBLP  BibTeX  RDF
1Zachary Chase Lipton Learning from Temporally-Structured Human Activities Data. Search on Bibsonomy 2017   RDF
1Zachary C. Lipton, Jianfeng Gao, Lihong Li 0001, Xiujun Li, Faisal Ahmed 0001, Li Deng 0001 Efficient Exploration for Dialog Policy Learning with Deep BBQ Networks \& Replay Buffer Spiking. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Zachary C. Lipton, Jianfeng Gao, Lihong Li 0001, Jianshu Chen, Li Deng 0001 Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Xiujun Li, Zachary C. Lipton, Bhuwan Dhingra, Lihong Li 0001, Jianfeng Gao, Yun-Nung Chen A User Simulator for Task-Completion Dialogues. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Subarna Tripathi, Zachary C. Lipton, Serge J. Belongie, Truong Q. Nguyen Context Matters: Refining Object Detection in Video with Recurrent Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Subarna Tripathi, Zachary C. Lipton, Serge J. Belongie, Truong Q. Nguyen Context Matters: Refining Object Detection in Video with Recurrent Neural Networks. Search on Bibsonomy BMVC The full citation details ... 2016 DBLP  BibTeX  RDF
1Zachary C. Lipton, David C. Kale, Randall C. Wetzel Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series. Search on Bibsonomy MLHC The full citation details ... 2016 DBLP  BibTeX  RDF
1Zachary Chase Lipton, David C. Kale, Charles Elkan, Randall C. Wetzel Learning to Diagnose with LSTM Recurrent Neural Networks. Search on Bibsonomy ICLR (Poster) The full citation details ... 2016 DBLP  BibTeX  RDF
1Zachary Chase Lipton, David C. Kale, Randall C. Wetzel Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Zachary Chase Lipton Stuck in a What? Adventures in Weight Space. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Zachary Chase Lipton The Mythos of Model Interpretability. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Zachary Chase Lipton, David C. Kale, Randall C. Wetzel Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Zachary Chase Lipton, Sharad Vikram, Julian J. McAuley Capturing Meaning in Product Reviews with Character-Level Generative Text Models. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Zachary Chase Lipton A Critical Review of Recurrent Neural Networks for Sequence Learning. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Zachary Chase Lipton, Charles Elkan Efficient Elastic Net Regularization for Sparse Linear Models. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Zachary Chase Lipton, Charles Elkan, Balakrishnan Narayanaswamy F1-Optimal Thresholding in the Multi-Label Setting. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Zhanglong Ji, Zachary Chase Lipton, Charles Elkan Differential Privacy and Machine Learning: a Survey and Review. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Zachary Chase Lipton, Charles Elkan, Balakrishnan Narayanaswamy Optimal Thresholding of Classifiers to Maximize F1 Measure. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
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