Soham Batra

Student Researcher, Computer Science, Illinois Math and Science Academy

Joined

January 2026

Names

Soham Batra (Preferred)

Emails

****@imsa.edu (Confirmed)

Personal Links

Career & Education History

Student Researcher

Computer Science, Illinois Math and Science Academy (imsa.edu)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning Compact Representations via Intrinsic Dimension Regularization
Laksh Patel, Kaustubh S. Bukkapatnam, Soham Batra
- ICLR 2026 Workshop GRaM Poster
- Readers: Everyone
Tensor-SAE: Structured Sparse Autoencoders for Interpretable and Efficient Image Representations
Tanush Ajay Shastry, Soham Batra, Laksh Patel, Aarav Lala, Andrew Bae, Siddharth Karuturi, Mithil Shah, Neel N Shanbhag
- ICLR 2026 Workshop GRaM Poster
- Readers: Everyone
Unsupervised Detection of Speculative Regimes and the Empirical Audit of Agentic Responsibility in Financial Markets
Soham Batra, Tanush Ajay Shastry
- ICLR 2026 Workshop Advances in Financial AI
- Readers: Everyone

Co-Authors