Computer Science Professor Rina Dechter of UC Irvine’s Donald Bren School of Information and Computer Sciences (ICS) is one of five co-principal investigators for a $5 million, multi-institutional National Science Foundation grant titled “Causal Foundations of Decision Making and Learning.” The grant, which aims to revolutionize AI decision-making by advancing the science of causal inference is a collaboration between […]

Congratulations to PhD student Justus Will and faculty Stephan Mandt and Pierre Baldi for being part of the team that won the Outstanding Dataset Paper award at the NeurIPS 2023 Conference, for their paper ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. The ClimSim dataset introduced in the paper, is the largest-ever data […]

Researchers associated with the UC Irvine Center for Machine Learning and Intelligent Systems published more than ten workshop and conference papers at the 2022 Conference on Neural Information Processing Systems. Highlights include an oral presentation by PhD students Alex Boyd and Sam Showalter, with Profs. Smyth and Mandt, on Predictive Querying for Autoregressive Neural Sequence […]