Laksh Patel

Researcher, Illinois Math and Science Academy

Joined

May 2025

Names

Laksh Patel (Preferred)

Emails

****@imsa.edu (Confirmed)

Personal Links

Career & Education History

Researcher

Illinois Math and Science Academy (imsa.edu)

2023 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

Computational Linguistics

2023 – 2026

Publications

The Spurious Composition Problem: Conditional Independence as a Necessary and Sufficient Condition for Systematic Generalization
Siddharth Karuturi, Kaustubh S. Bukkapatnam, Soham Batra, Laksh Patel, Tanush Ajay Shastry
- CompLearn 2026 Poster
- Readers: Everyone
The GL(r) Gauge Symmetry of LoRA: Principal Bundle Structure, Loss Landscape Geometry, and Implications for Adapter Merging
Siddharth Karuturi, Kaustubh S. Bukkapatnam, Laksh Patel, Tanush Ajay Shastry
- ICML 2026 Workshop WSS Poster
- Readers: Everyone
The Geometry of Forgetting: A Fisher-Information Framework for Alignment-Preserving Continual Adaptation
Soham Batra, Siddharth Karuturi, Kaustubh S. Bukkapatnam, Laksh Patel
- CATS@ICML26 Oral
- Readers: Everyone
Certifiable Evaluation: A Low-Rank Framework for Foundation Model Benchmarking with Formal Performance Guarantees
Siddharth Karuturi, Kaustubh S. Bukkapatnam, Laksh Patel, Tanush Ajay Shastry, Akshath Sharma, Mithil Shah, Matthew Park
- CTB@ICML 2026
- Readers: Everyone
Probabilistic Chain-of-Thought: Sequential Bayesian Inference over Latent Reasoning Correctness
Suriya Dev Saravanakumar, Ezra Matiwos Wesenie, Kishore Nuthalapati, Laksh Patel
- CTB@ICML 2026
- Readers: Everyone
PyramidMix: Theoretically Grounded Data Mixture Scaling Laws for Generalizable Robot Policy Learning
Kaustubh S. Bukkapatnam, Laksh Patel
- ScaleBot @ CVPR 2026
- Readers: Everyone
ARIA-ReID: Altitude-Robust Identity Association for Aerial-to-Ground Person Re-Identification
Kaustubh S. Bukkapatnam, Laksh Patel, Siddharth Karuturi
- AERO-HPR 2026 Poster
- Readers: Everyone
ShapeUQ: Propagating 3D Reconstruction Uncertainty Through Scientific PDE Simulations via Shape Calculus
Kaustubh S. Bukkapatnam, Soham Batra, Siddharth Karuturi, Tanush Ajay Shastry, Akshath Sharma, Aarav Lala, Andrew Bae, Laksh Patel
- CVPR 2026 Workshop 3D4S Oral
- Readers: Everyone
Adaptive Meta-Curriculum for Test-Time Self-Improvement
Kaustubh S. Bukkapatnam, Aarav Lala, Laksh Patel
- ICLR 2026 Workshop RSI Spotlight
- Readers: Everyone
Information-Geometric Optimal Control for Diffusion Models: Unified Framework via Fisher-Rao Geodesics
Kaustubh S. Bukkapatnam, Laksh Patel
- ICLR 2026 DeLTa Workshop Poster
- Readers: Everyone

View all 15 publications

Co-Authors