Arun Verma
16 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (9)
πΊοΈ
Taxonomy Completionist
(23)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π€
Dynamic Duo
(11)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(53)
π₯
Unstoppable
(7)
π
Century Club
(16)
Conferences
NIPS (5)
ICLR (4)
AISTATS (2)
EMNLP (2)
ACL (1)
ACML (1)
ICML (1)
Top co-authors
Keywords
regret bound
(7)
multi-armed bandit
(4)
large language model
(3)
gaussian process
(2)
bayesian optimization
(2)
unsupervised learning
(2)
sequential decision making
(1)
black-box optimization
(1)
stochastic optimization
(1)
quantum computing
(1)
token selection
(1)
resource allocation
(1)
variance reduction
(1)
sequential decision
(1)
online learning
(1)
thompson sampling
(1)
in-context learning
(1)
correlation coefficient
(1)
collaborative learning
(1)
stochastic process
(1)
Papers
Uncovering Scaling Laws for Large Language Models via Inverse Problems
EMNLP 2025
Neural Dueling Bandits: Preference-Based Optimization with Human Feedback
ICLR 2025
TETRIS: Optimal Draft Token Selection for Batch Speculative Decoding
ACL 2025
Position Paper: Data-Centric AI in the Age of Large Language Models
EMNLP 2024
Quantum Bayesian Optimization
NIPS 2023
Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
NIPS 2023
Zeroth-Order Optimization with Trajectory-Informed Derivative Estimation
ICLR 2023
FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery
AISTATS 2023
Risk-Aware Reinforcement Learning with Coherent Risk Measures and Non-linear Function Approximation
ICLR 2023
Federated Neural Bandits
ICLR 2023
Bayesian Optimization under Stochastic Delayed Feedback
ICML 2022
Stochastic Multi-Armed Bandits with Control Variates
NIPS 2021
Thompson Sampling for Unsupervised Sequential Selection
ACML 2020
Online Algorithm for Unsupervised Sequential Selection with Contextual Information
NIPS 2020
Online Algorithm for Unsupervised Sensor Selection
AISTATS 2019
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback
NIPS 2019