Scholar
Amartya Roy
Google Scholar ID: bhkDgLMAAAAJ
PhD at IIT Delhi || Applied ML Engineer at Bosch(Study Leave)
Causality
LLM Interpretability
Deep Learning Theory
NLP
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Citations & Impact
All-time
Citations
14
H-index
2
i10-index
0
Publications
8
Co-authors
9
list available
Publications
8 items
Executing Causal Structure Learning with Linear-Attention Transformers
2026
Cited
0
Training-Loss Guarantees for Muon with Finite-Step Newton--Schulz Orthogonalization
2026
Cited
0
See, Hypothesize, Validate: Multimodal Agentic Framework for Discovering Governing PDEs
2026
Cited
0
Why LLMs Fail at Causal Discovery and How Interventional Agents Escape
2026
Cited
0
The $\mathbf{Y}$-Combinator for LLMs: Solving Long-Context Rot with $λ$-Calculus
2026
Cited
0
Causal Reasoning Favors Encoders: On The Limits of Decoder-Only Models
2025
Cited
0
Competition is the key: A Game Theoretic Causal Discovery Approach
2025
Cited
0
Guide: Generalized-Prior and Data Encoders for DAG Estimation
2025
Cited
0
Co-authors
7 total
Dr. Kamal Sarkar
Professor of Computer Science and Engineering, Jadavpur University
Anirbit Mukherjee
Department of Computer Science, The University of Manchester
Animesh Mukherjee
Professor of Computer Science, IIT Kharagpur, FNAE, Distinguished Member, ACM
Paramita Das
Research Associate, Computer Science and Engineering, IIT Kharagpur
Avirup Das
PhD Computer Science, University of Manchester
Koustav Rudra
Assistant Professor, IIT Kharagpur
Kripabandhu Ghosh
Assistant Professor, IISER Kolkata, India
