Ankur Sinha

Indian Institute of Management Ahmedabad

Papers on Lattice

Total citations

Topics

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Training Efficiency & Optimization (1)

Frequent co-authors

Abhishek Shukla (1)Anikeit Khanna (1)Faiz Hamid (1)

Papers (1)

Jun 15, 2026

Jun 15, 2026·also Indian Institute of Management Ahmedabad

LiFT: Local Search via Linear Programming for Overfitting-Controlled Transformers

LiFT achieves consistent test perplexity improvements by selectively tuning transformer blocks and regularization parameters, effectively combating overfitting without full retraining.

Abhishek Shukla, Anikeit Khanna, Ankur Sinha +1

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing Training Efficiency & Optimization