Congratulations to Neil Marchant on his ICLR 2026 paper "On the Bayes Inconsistency of Disagreement Discrepancy Surrogates"
Presented at ICLR 2026, this work gives new theory for disagreement discrepancy surrogates under distribution shift and introduces a provably consistent alternative.