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Aarti Singh

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, 10:11 PM AMS

6

papers

88

total citations

papers (6)

Preference-based Reinforcement Learning with Finite-Time Guarantees

NEURIPS 2020arXiv

Transformers Provably Learn Chain-of-Thought Reasoning with Length Generalization

NEURIPS 2025arXiv

Hybrid Reinforcement Learning from Offline Observation Alone

Projection Optimization: A General Framework for Multi-Objective and Multi-Group RLHF

Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect

Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels