Ananya Uppal

4 papers · 2018–2023 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Venues

NeurIPS (4)

Top co-authors

Shashank Singh (3) Barnabás Póczos (3) Manzil Zaheer (1) Ajil Jalal (1) ecprice (1) Boyue Li (1) Kannan Ramchandran (1) Chun-Liang Li (1) Justin Kang (1)

Research topics

Machine Learning (4) Mathematics & Optimization (3) Learning Types (3) Optimization (3) Optimization & Theory (3) Mathematics (2) Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Bayesian & Probabilistic · Artificial Intelligence (1) Core AI (1) Core Methods (1)

Keywords

nonparametric estimation (2) besov space (2) optimal transport (2) density estimation (2) nonparametric density estimation (2) generative adversarial network (2) generalization bound (1) convergence rate (1) minimax rate (1) adversarial loss (1) conditional generative model (1) relu network (1) distribution estimation (1) minimax convergence (1) minimax convergence rate (1) ipm loss (1) wavelet estimation (1) besov ipm (1) wasserstein distance (1) wavelet estimator (1)

Papers

Learning a 1-layer conditional generative model in total variation NeurIPS 2023 Robust Density Estimation under Besov IPM Losses NeurIPS 2020 Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses NeurIPS 2019 Nonparametric Density Estimation under Adversarial Losses NeurIPS 2018