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Home/Authors/Amin Karbasi

Amin Karbasi

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:32 PM AMS

25

papers

390

total citations

papers (25)

HyperAttention: Long-context Attention in Near-Linear Time

Parallelizing Thompson Sampling

NEURIPS 2021arXiv

An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks

NEURIPS 2021arXiv

Submodular Maximization in Clean Linear Time

NEURIPS 2022arXiv

Optimal Learners for Realizable Regression: PAC Learning and Online Learning

NEURIPS 2023arXiv

Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition

NEURIPS 2020arXiv

Fast Neural Kernel Embeddings for General Activations

NEURIPS 2022arXiv

Submodular + Concave

NEURIPS 2021arXiv

Replicable Clustering

NEURIPS 2023arXiv

Adversarial Reasoning at Jailbreaking Time

Replicability in Reinforcement Learning

NEURIPS 2023arXiv

Submodular Maximization Through Barrier Functions

NEURIPS 2020arXiv

Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes

NEURIPS 2022arXiv

Replicable Learning of Large-Margin Halfspaces

On Optimal Learning Under Targeted Data Poisoning

NEURIPS 2022arXiv

Continuous Submodular Maximization: Beyond DR-Submodularity

NEURIPS 2020arXiv

(Im)possibility of Automated Hallucination Detection in Large Language Models

Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization

NEURIPS 2023arXiv

Black-Box Generalization: Stability of Zeroth-Order Learning

NEURIPS 2022arXiv

Reinforcement Learning with Logarithmic Regret and Policy Switches

Universal Rates for Interactive Learning

Online MAP Inference of Determinantal Point Processes

Multiple Descent: Design Your Own Generalization Curve

NEURIPS 2021arXiv

Risk-Averse Constrained Reinforcement Learning with Optimized Certainty Equivalents

NEURIPS 2025arXiv

Cell2Sentence: Teaching Large Language Models the Language of Biology