Ankur Samanta

According to our database, Ankur Samanta authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Credit Assignment with Resets in Language Model Reasoning.

Ankur Samanta, Akshayaa Magesh, Ayush Jain, Youliang Yu, Daniel Jiang, Kavosh Asadi, Kaveh Hassani, Paul Sajda, Jalaj Bhandari, Yonathan Efroni

CoRR, May, 2026

Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale.

Amit Roth, Ankur Samanta, Matan Halevy, Yoav Levine, Yonathan Efroni

CoRR, May, 2026

Structure Enables Effective Self-Localization of Errors in LLMs.

Ankur Samanta, Akshayaa Magesh, Ayush Jain, Kavosh Asadi, Youliang Yu, Daniel Jiang, Boris Vidolov, Kaveh Hassani, Paul Sajda, Jalaj Bhandari, Yonathan Efroni

CoRR, February, 2026

Gaze patterns predict preference and confidence in pairwise AI image evaluation.

Nikolas Papadopoulos, Shreenithi Navaneethan, Sheng Bai, Ankur Samanta, Paul Sajda

Proceedings of the 2026 Symposium on Eye Tracking Research and Applications, 2026

Imbalanced Gradients in RL Post-Training of Multi-Task LLMs.

Runzhe Wu, Ankur Samanta, Ayush Jain, Scott Fujimoto, Jeongyeol Kwon, Ben Kretzu, Youliang Yu, Kaveh Hassani, Boris Vidolov, Yonathan Efroni

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

Internalizing Self-Consistency in Language Models: Multi-Agent Consensus Alignment.

Ankur Samanta, Akshayaa Magesh, Youliang Yu, Runzhe Wu, Ayush Jain, Daniel Jiang, Boris Vidolov, Paul Sajda, Yonathan Efroni, Kaveh Hassani

CoRR, September, 2025

A Novel Real-Time Full-Color 3D Holographic (Diffractive) Video Capture, Processing, and Transmission Pipeline Using Off-The-Shelf Hardware.

Ankur Samanta, Gregor Mackenzie, Tyler Rathkamp, Adrian Cable, Darran Milne, Andrzej Kaczorowski, Ronjon Nag

CoRR, February, 2025

FragmentNet: Adaptive Graph Fragmentation for Graph-to-Sequence Molecular Representation Learning.

Ankur Samanta, Rohan Gupta, Aditi Misra, Christian McIntosh Clarke, Jayakumar Rajadas

CoRR, February, 2025

2023

MVMTnet: A Multi-variate Multi-modal Transformer for Multi-class Classification of Cardiac Irregularities Using ECG Waveforms and Clinical Notes.

Ankur Samanta, Mark Karlov, Meghna Ravikumar, Christian McIntosh Clarke, Jayakumar Rajadas, Kaveh Hassani

CoRR, 2023