Sagnik Anupam

BrowserArena: Evaluating LLM Agents on Real-World Web Navigation Tasks [pdf] [code]

Sagnik Anupam, Davis Brown, Shuo Li, Eric Wong, Hamed Hassani, Osbert Bastani

Workshop on Multi-Turn Interactions in Large Language Models, NeurIPS 2025

Effective Reinforcement Learning for Reasoning in Language Models [pdf] [code]

Lianghuan Huang*, Shuo Li*, Sagnik Anupam, Insup Lee, Osbert Bastani

First Workshop on Methods and Opportunities at Small Scale, ICML 2025

LLM Program Optimization via Retrieval Augmented Search [pdf]

Sagnik Anupam, Alexander Shypula, Osbert Bastani

Third Workshop on Deep Learning For Code, ICLR 2025

MathDSL: A Domain-Specific Language for Concise Mathematical Solutions Via Program Synthesis [pdf] [code]

Sagnik Anupam, Maddy Bowers, Omar Costilla-Reyes, Armando Solar-Lezama

NeurIPS MATH-AI, 2024

Detection of phonation events for feature-cue-based analysis using gaussian mixture models [pdf]

Sagnik Anupam, Jeung-Yoon Choi, Stefanie Shattuck-Hufnagel

Proceedings of Meetings on Acoustics, 2021

Phishing website detection using support vector machines and nature-inspired optimization algorithms [pdf]

Sagnik Anupam, Arpan Kumar Kar

Telecommunication Systems, 2021

Flood forecasting using a hybrid extreme learning machine-particle swarm optimization algorithm (ELM-PSO) model [pdf]

Sagnik Anupam, Padmini Pani

Modeling Earth Systems and Environment, 2020

RAPID: An Efficient Reinforcement Learning Algorithm for Small Language Models [pdf]

Lianghuan Huang, Sagnik Anupam, Insup Lee, Shuo Li, Osbert Bastani

arXiv preprint arXiv:2510.03515, 2025

Animal behavior detection using extra-trees algorithm and accelerometer data [pdf]

Sagnik Anupam

Preprint, 2024

Algorithms for Multiple Drone-Delivery Scheduling Problem (MDSP) [pdf]

Sagnik Anupam*, Nicole Lu*, John Sragow*

arXiv preprint arXiv:2306.10368, 2023

CapText: Large language model-based caption generation from image context and description [pdf]

Shinjini Ghosh*, Sagnik Anupam*

arXiv preprint arXiv:2306.00301, 2023