Tarun Kathuria

activity

20152026

most citedFair and Diverse DPP-based Data Summarization

54 citations · 151 across the 13 of their papers we have counts for

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cs.DS2026

A Walk From Free Probability to Matrix Discrepancy III: Higher Rank Kadison-Singer and Spectrally Thin Trees

Tarun Kathuria

Let $A_{1}, \dots, A_{N}$ be positive semidefinite matrices of rank at most $r$ , with $\sum_{i} A_{i} = I$ and $\norm{A_i}\le\varepsilon$. We prove that one sign can be assigned to each origi…

cs.LG2026

Leveraging Pretrained Language Models as Energy Functions for Glauber Dynamics Text Diffusion

Tarun Kathuria, Sachin Kumar

We present a discrete diffusion-based language model using Glauber dynamics from statistical physics. Our main insight is that instead of trying to train a discrete state space dif…