Implicit Maximum a Posteriori Filtering via Adaptive Optimization. - Gianluca M. Bencomo; Jake Snell; Thomas L. Griffiths 001 (ICLR, 2024)

A Metalearned Neural Circuit for Nonparametric Bayesian Inference. - Jake Snell; Gianluca M. Bencomo; Tom Griffiths 001 (NeurIPS, 2024)

Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases. - Raja Marjieh; Sreejan Kumar; Declan Campbell; Liyi Zhang; Gianluca M. Bencomo; Jake Snell; Thomas L. Griffiths 001 (CoRR, 2024)

Hindsight Merging: Diverse Data Generation with Language Models. - Veniamin Veselovsky; Benedikt Stroebl; Gianluca M. Bencomo; Dilip Arumugam; Lisa Schut; Arvind Narayanan; Thomas L. Griffiths 001 (UAI, 2025)

Teasing Apart Architecture and Initial Weights as Sources of Inductive Bias in Neural Networks. - Gianluca M. Bencomo; Max Gupta; Ioana Marinescu; R. Thomas McCoy; Thomas L. Griffiths 001 (CoRR, 2025)