Gaussian process based nonlinear latent structure discovery in multivariate spike train data. - Anqi Wu; Nicholas A. Roy; Stephen L. Keeley; Jonathan W. Pillow (NIPS, 2017)

Efficient inference for time-varying behavior during learning. - Nicholas A. Roy; Ji Hyun Bak; Athena Akrami; Carlos D. Brody; Jonathan W. Pillow (NeurIPS, 2018)

Inferring learning rules from animal decision-making. - Zoe Ashwood; Nicholas A. Roy; Ji Hyun Bak; Jonathan W. Pillow (NeurIPS, 2020)

Tell me why! Explanations support learning relational and causal structure. - Andrew K. Lampinen; Nicholas A. Roy; Ishita Dasgupta 001; Stephanie C. Y. Chan; Allison C. Tam; James L. McClelland; Chen Yan; Adam Santoro; Neil C. Rabinowitz; Jane X. Wang; Felix Hill (ICML, 2022)

Explainability Via Causal Self-Talk. - Nicholas A. Roy; Junkyung Kim; Neil C. Rabinowitz (NeurIPS, 2022)

Semantic Exploration from Language Abstractions and Pretrained Representations. - Allison C. Tam; Neil C. Rabinowitz; Andrew K. Lampinen; Nicholas A. Roy; Stephanie C. Y. Chan; DJ Strouse; Jane Wang 001; Andrea Banino; Felix Hill (NeurIPS, 2022)