Aranyak Mehta
7 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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Topic Evolution
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Learning Types
(4)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Architectures
(1)
Core Methods
(1)
Foundations
(1)
Mathematics
(1)
Keywords
monotone hazard rate
(2)
reinforcement learning
(1)
game theory
(1)
mechanism design
(1)
nash equilibrium
(1)
subset selection
(1)
no-regret learning
(1)
online algorithm
(1)
greedy algorithm
(1)
learning algorithm
(1)
approximation algorithm
(1)
repeated auction
(1)
primal-dual method
(1)
parameter-efficient fine-tuning
(1)
welfare maximization
(1)
no-regret algorithm
(1)
noisy observation
(1)
position encoding
(1)
linear attention
(1)
adversarial distribution
(1)
Papers
Reward Selection with Noisy Observations
ALT 2026
Linear Transformer Topological Masking with Graph Random Features
ICLR 2025
Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning
EMNLP 2024
Simple Mechanisms for Welfare Maximization in Rich Advertising Auctions
NeurIPS 2022
Convergence Analysis of No-Regret Bidding Algorithms in Repeated Auctions
AAAI 2021
Hitting the High Notes: Subset Selection for Maximizing Expected Order Statistics
NeurIPS 2020
A new dog learns old tricks: RL finds classic optimization algorithms
ICLR 2019