Shashank Singh
16 papers · 2014–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (7)
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Taxonomy Completionist
(33)
🌉
Interdisciplinary Bridge
🧬
Topic Evolution
🏆
Keyword Champion
(3)
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Trend Setter
💎
Century Club
(16)
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Keyword Collector
(74)
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Unstoppable
(8)
Conferences
NIPS (10)
AISTATS (3)
ICML (2)
OSDI (1)
Top co-authors
Research topics
Keywords
nonparametric estimation
(6)
density estimation
(6)
minimax rate
(4)
besov space
(3)
nonparametric statistics
(3)
optimal transport
(2)
mutual information
(2)
density functional
(2)
distribution estimation
(2)
generative adversarial network
(2)
finite-sample guarantee
(2)
concentration inequality
(2)
renyi divergence
(2)
domain generalization
(2)
nonparametric density estimation
(2)
k-nearest neighbor
(2)
divergence estimation
(2)
entropy estimation
(2)
minimax convergence
(2)
two-sample test
(1)
Papers
Nonparametric Indirect Active Learning
AISTATS 2023
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
NIPS 2023
Probable Domain Generalization via Quantile Risk Minimization
NIPS 2022
Optimal Binary Classification Beyond Accuracy
NIPS 2022
Continuum-Armed Bandits: A Function Space Perspective
AISTATS 2021
Interpretable Sequence Learning for Covid-19 Forecasting
NIPS 2020
Robust Density Estimation under Besov IPM Losses
NIPS 2020
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses
NIPS 2019
Nonparametric Density Estimation under Adversarial Losses
NIPS 2018
Minimax Reconstruction Risk of Convolutional Sparse Dictionary Learning
AISTATS 2018
Nonparanormal Information Estimation
ICML 2017
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators
NIPS 2016
Efficient Nonparametric Smoothness Estimation
NIPS 2016
Torturing Databases for Fun and Profit
OSDI 2014
Generalized Exponential Concentration Inequality for Renyi Divergence Estimation
ICML 2014
Exponential Concentration of a Density Functional Estimator
NIPS 2014