2 papers
cs.LG2026
Sample Complexity of Causal Identification with Temporal Heterogeneity
Ameya Rathod, Sujay Belsare, Salvik Krishna Nautiyal +2
Recovering a unique causal graph from observational data is an ill-posed problem because multiple generating mechanisms can lead to the same observational distribution. This proble…
cs.MA2025
TAMAS: Benchmarking Adversarial Risks in Multi-Agent LLM Systems
Ishan Kavathekar, Hemang Jain, Ameya Rathod +2
Large Language Models (LLMs) have demonstrated strong capabilities as autonomous agents through tool use, planning, and decision-making abilities, leading to their widespread adopt…