Adarsh Prasad
12 papers · 2014–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (8) π Cross-Pollinator (10)
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Interdisciplinary Bridge
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Conference Polyglot
(3)
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Academic Marathon
(8)
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Century Club
(12)
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Trend Setter
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Keyword Collector
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π₯
Unstoppable
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Conferences
NIPS (6)
AISTATS (3)
ICML (3)
Top co-authors
Keywords
heavy-tailed distribution
(3)
high-dimensional estimation
(2)
robust estimation
(2)
risk measure
(2)
logistic regression
(2)
graphical model
(2)
generative model
(2)
robust statistics
(2)
uniform convergence
(1)
high-dimensional statistics
(1)
structured prediction
(1)
ising model
(1)
reinforcement learning
(1)
covariance estimation
(1)
exponential families
(1)
binary classification
(1)
statistical estimation
(1)
behavioral economics
(1)
linear discriminant analysis
(1)
gradient descent
(1)
Papers
Heavy-tailed Streaming Statistical Estimation
AISTATS 2022
On Proximal Policy Optimizationβs Heavy-tailed Gradients
ICML 2021
On Learning Ising Models under Huber's Contamination Model
NIPS 2020
A Robust Univariate Mean Estimator is All You Need
AISTATS 2020
Uniform Convergence of Rank-weighted Learning
ICML 2020
Revisiting Adversarial Risk
AISTATS 2019
On Human-Aligned Risk Minimization
NIPS 2019
Connecting Optimization and Regularization Paths
NIPS 2018
On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models
NIPS 2017
Distributional Rank Aggregation, and an Axiomatic Analysis
ICML 2015
Fast Classification Rates for High-dimensional Gaussian Generative Models
NIPS 2015
Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets
NIPS 2014