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Stefano Massaroli

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

8

Venues

3

Active years

2022–2025

Best venue rank

A*

Where they publish

Papers

8 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRSTAR: Synthesis of Tailored Architectures.Armin W. Thomas, Rom N. Parnichkun, Alexander Amini, Stefano Massaroli, Michael Poli
2025ICMLQuantifying Memory Utilization with Effective State-Size.Rom N. Parnichkun, Neehal Tumma, Armin W. Thomas, Alessandro Moro, Qi An, Taiji Suzuki, Atsushi Yamashita, Michael Poli, Stefano Massaroli
2024ICMLState-Free Inference of State-Space Models: The *Transfer Function* Approach.Rom N. Parnichkun, Stefano Massaroli, Alessandro Moro, Jimmy T. H. Smith, Ramin M. Hasani, Mathias Lechner, Qi An, Christopher R, Hajime Asama, Stefano Ermon, Taiji Suzuki, Michael Poli, Atsushi Yamashita
2024ICMLMechanistic Design and Scaling of Hybrid Architectures.Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Bjrn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian L. Hie, Stefano Ermon, Christopher R, Ce Zhang, Stefano Massaroli
2023AISTATSIdeal Abstractions for Decision-Focused Learning.Michael Poli, Stefano Massaroli, Stefano Ermon, Bryan Wilder, Eric Horvitz
2023ICMLHyena Hierarchy: Towards Larger Convolutional Language Models.Michael Poli, Stefano Massaroli, Eric Nguyen, Daniel Y. Fu, Tri Dao, Stephen Baccus, Yoshua Bengio, Stefano Ermon, Christopher R
2023ICMLDeep Latent State Space Models for Time-Series Generation.Linqi Zhou, Michael Poli, Winnie Xu, Stefano Massaroli, Stefano Ermon
2022ICLRNeural Solvers for Fast and Accurate Numerical Optimal Control.Federico Berto, Stefano Massaroli, Michael Poli, Jinkyoo Park