Ashish J Khisti

Cross-Tokenizer Likelihood Scoring Algorithms for Language Model Distillation

Black-box Detection of LLM-generated Text Using Generalized Jensen-Shannon Divergence

Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits

Channel Simulation and Distributed Compression with Ensemble Rejection Sampling

List-Level Distribution Coupling with Applications to Speculative Decoding and Lossy Compression

Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA

Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA