Biography

Portrait of Gianluca Bencomo

I am the CEO of a robotics company that builds foundation models (unannounced) and a PhD student in Computer Science at Princeton University (currently on-leave). My PhD advisor is Tom Griffiths. My CV == CV.

Selected Publications

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Hindsight Merging: Diverse Data Generation with Language Models.

UAI 2025.

Veniamin Veselovsky*, Benedikt Stroebl*, Gianluca Bencomo*, Dilip Arumugam, Lisa Schut, Arvind Narayanan, Thomas L. Griffiths

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Teasing Apart Architecture and Initial Weights as Sources of Inductive Bias in Neural Networks.

CogSci 2025.

Gianluca Bencomo, Max Gupta, Ioana Marinescu, R. Thomas McCoy, Thomas L. Griffiths

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Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases.

Pre-Print.

Raja Marjieh, Sreejan Kumar, Declan Campbell, Liyi Zhang, Gianluca Bencomo, Jake Snell, Thomas Griffiths

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A Metalearned Neural Circuit for Nonparametric Bayesian Inference.

NeurIPS 2024.

Jake Snell, Gianluca Bencomo, Thomas Griffiths

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Implicit Maximum a Posteriori Filtering via Adaptive Optimization.

ICLR 2024.

Gianluca Bencomo, Jake Snell, Thomas Griffiths

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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

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Illusions, Delusions, and Your Backwards Bayesian Brain: A Biased Visual Perspective.

Brain, Behavior and Evolution.

Richard Born, Gianluca Bencomo