Gianluca Bencomo

PhD Student at Princeton University

Biography
I am a computer science PhD student at Princeton University advised by Tom Griffiths. My CV == CV.
Publications
Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases.
Pre-Print. Under review at NeurIPS 2024.
Raja Marjieh, Sreejan Kumar, Declan Campbell, Liyi Zhang, Gianluca Bencomo, Jake Snell, Thomas Griffiths
A Metalearned Neural Circuit for Nonparametric Bayesian Inference.
Pre-Print. Under review at NeurIPS 2024.
Jake Snell, Gianluca Bencomo, Thomas Griffiths
Implicit Maximum a Posteriori Filtering via Adaptive Optimization.
ICLR 2024.
Gianluca Bencomo, Jake Snell, Thomas Griffiths
Vendi Sampling For Molecular Simulations: Diversity As A Force For Faster Convergence And Better Exploration.
Journal of Chemical Physics.
Amey Pasarkar, Gianluca Bencomo, Simon Olsson, Adji Bousso Dieng
Illusions, Delusions, and Your Backwards Bayesian Brain: A Biased Visual Perspective.
Brain, Behavior and Evolution.
Richard Born, Gianluca Bencomo