3 papers
cs.IT2026
Remote Action Generation: Remote Control with Minimal Communication
Szymon Kobus, Deniz Gündüz
We address the challenge of remote control where one or more actors, lacking direct reward access, are steered by a controller over a communication-constrained channel. The control…
cs.CL2025
Speculative Sampling via Exponential Races
Szymon Kobus, Deniz Gündüz
Speculative decoding accelerates large language model inference using a smaller draft model. In this paper, we establish a surprising connection between speculative decoding and ch…
cs.IT2024
Gaussian Channel Simulation with Rotated Dithered Quantization
Szymon Kobus, Lucas Theis, Deniz Gündüz
Channel simulation involves generating a sample from the conditional distribution , where is a remote realization sampled from . This paper introduces a novel…