activity
20222026
most citedSemantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

4 citations · 5 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

physics.space-ph2023

High-Cadence Thermospheric Density Estimation enabled by Machine Learning on Solar Imagery

Shreshth A. Malik, James Walsh, Giacomo Acciarini +2

Accurate estimation of thermospheric density is critical for precise modeling of satellite drag forces in low Earth orbit (LEO). Improving this estimation is crucial to tasks such…

cs.LG2023

BatchGFN: Generative Flow Networks for Batch Active Learning

Shreshth A. Malik, Salem Lahlou, Andrew Jesson +5

We introduce BatchGFN -- a novel approach for pool-based active learning that uses generative flow networks to sample sets of data points proportional to a batch reward. With an ap…