Singh, Shashank

17 publications

AISTATS 2023 Nonparametric Indirect Active Learning Shashank Singh

NeurIPS 2023 Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features Cian Eastwood, Shashank Singh, Andrei L Nicolicioiu, Marin Vlastelica Pogančić, Julius von Kügelgen, Bernhard Schölkopf

NeurIPSW 2022 Decoding Attention from Gaze: A Benchmark Dataset and End-to-End Models Karan Uppal, Jaeah Kim, Shashank Singh

NeurIPS 2022 Optimal Binary Classification Beyond Accuracy Shashank Singh, Justin T Khim

NeurIPS 2022 Probable Domain Generalization via Quantile Risk Minimization Cian Eastwood, Alexander Robey, Shashank Singh, Julius von Kügelgen, Hamed Hassani, George J. Pappas, Bernhard Schölkopf

AISTATS 2021 Continuum-Armed Bandits: A Function Space Perspective Shashank Singh

ICLR 2020 Differentiable Architecture Compression Shashank Singh, Ashish Khetan, Zohar Karnin

NeurIPS 2020 Interpretable Sequence Learning for Covid-19 Forecasting Sercan Arik, Chun-Liang Li, Jinsung Yoon, Rajarishi Sinha, Arkady Epshteyn, Long Le, Vikas Menon, Shashank Singh, Leyou Zhang, Martin Nikoltchev, Yash Sonthalia, Hootan Nakhost, Elli Kanal, Tomas Pfister

NeurIPS 2020 Robust Density Estimation Under Besov IPM Losses Ananya Uppal, Shashank Singh, Barnabas Poczos

NeurIPS 2019 Nonparametric Density Estimation & Convergence Rates for GANs Under Besov IPM Losses Ananya Uppal, Shashank Singh, Barnabas Poczos

AISTATS 2018 Minimax Reconstruction Risk of Convolutional Sparse Dictionary Learning Shashank Singh, Barnabás Póczos, Jian Ma

NeurIPS 2018 Nonparametric Density Estimation Under Adversarial Losses Shashank Singh, Ananya Uppal, Boyue Li, Chun-Liang Li, Manzil Zaheer, Barnabas Poczos

ICML 2017 Nonparanormal Information Estimation Shashank Singh, Barnabás Póczos

NeurIPS 2016 Efficient Nonparametric Smoothness Estimation Shashank Singh, Simon S Du, Barnabas Poczos

NeurIPS 2016 Finite-Sample Analysis of Fixed-K Nearest Neighbor Density Functional Estimators Shashank Singh, Barnabas Poczos

NeurIPS 2014 Exponential Concentration of a Density Functional Estimator Shashank Singh, Barnabas Poczos

ICML 2014 Generalized Exponential Concentration Inequality for Renyi Divergence Estimation Shashank Singh, Barnabas Poczos