Nishant Mehta
11 papers · 2012–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (12)
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Interdisciplinary Bridge
π
Conference Polyglot
(6)
π
Academic Marathon
(12)
π±
Topic Pioneer
ποΈ
Keyword Collector
(60)
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Trend Setter
π
Century Club
(11)
π
Conference Pioneer
Conferences
AISTATS (5)
NIPS (2)
ALT (1)
COLT (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
regret bound
(6)
online learning
(5)
multi-armed bandit
(2)
stochastic optimization
(1)
multi-task learning
(1)
minimax optimization
(1)
adversarial learning
(1)
game theory
(1)
sparse representation
(1)
sequential decision making
(1)
sample complexity
(1)
task generalization
(1)
task clustering
(1)
empirical risk minimization
(1)
online convex optimization
(1)
transfer learning
(1)
stochastic reward
(1)
excess risk
(1)
exp-concave loss
(1)
representation learning
(1)
Papers
On the price of exact truthfulness in incentive-compatible online learning with bandit feedback: a regret lower bound for WSU-UX
AISTATS 2024
Near-optimal Per-Action Regret Bounds for Sleeping Bandits
AISTATS 2024
Adversarial Online Multi-Task Reinforcement Learning
ALT 2023
Best-case lower bounds in online learning
NIPS 2021
Safe-Bayesian Generalized Linear Regression
AISTATS 2020
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option
AISTATS 2020
Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models
EMNLP 2018
Fast rates with high probability in exp-concave statistical learning
AISTATS 2017
Generalized Mixability via Entropic Duality
COLT 2015
Sparsity-Based Generalization Bounds for Predictive Sparse Coding
ICML 2013
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL
NIPS 2012