Scholar

Ankur Samanta

Google Scholar ID: iA9pN_QAAAAJ

PhD Student, Columbia University

AI ReasoningMulti-modal foundation modelsRLHF

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

7

H-index

2

i10-index

0

Publications

4

Co-authors

0

Publications

13 items

GitSwarm: Decentralized Compounding Inference

2026

Cited

0

Learning What to Investigate Next: Meta-Reasoning for Long-Horizon Research Agents

2026

Cited

0

Frustratingly Simple Black-Box Adaptation of Language Models via Logit Bias

2026

Cited

0

Off-Context GRPO: Learning to Reason on Hard Problems using Privileged Information

2026

Cited

0

BayesBench: Evaluating LLM Belief Trajectories Under Multi-Turn Evidence Accumulation

2026

Cited

0

Credit Assignment with Resets in Language Model Reasoning

2026

Cited

0

Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale

2026

Cited

0

Gaze patterns predict preference and confidence in pairwise AI image evaluation

2026

Cited

0