Tiberiu Tesileanu

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 11

Top Topics

Principal Component Analysis

Prostate Cancer

Neural Architectures

Top Venues

PLoS Comput. Biol.

Publications

Michael McCabe, Bruno Régaldo-Saint Blancard, Liam Holden Parker, Ruben Ohana, Miles D. Cranmer, Alberto Bietti, Michael Eickenberg, Siavash Golkar, Géraud Krawezik, François Lanusse, Mariel Pettee, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho
Multiple Physics Pretraining for Physical Surrogate Models. CoRR (2023)
Siavash Golkar, Mariel Pettee, Michael Eickenberg, Alberto Bietti, Miles D. Cranmer, Géraud Krawezik, François Lanusse, Michael McCabe, Ruben Ohana, Liam Holden Parker, Bruno Régaldo-Saint Blancard, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho
xVal: A Continuous Number Encoding for Large Language Models. CoRR (2023)
Siavash Golkar, David Lipshutz, Tiberiu Tesileanu, Dmitri B. Chklovskii
An Online Algorithm for Contrastive Principal Component Analysis. ICASSP (2023)
François Lanusse, Liam Holden Parker, Siavash Golkar, Miles D. Cranmer, Alberto Bietti, Michael Eickenberg, Géraud Krawezik, Michael McCabe, Ruben Ohana, Mariel Pettee, Bruno Régaldo-Saint Blancard, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho
AstroCLIP: Cross-Modal Pre-Training for Astronomical Foundation Models. CoRR (2023)
Christian Pedersen, Tiberiu Tesileanu, Tinghui Wu, Siavash Golkar, Miles D. Cranmer, Zijun Zhang, Shirley Ho
Reusability report: Prostate cancer stratification with diverse biologically-informed neural architectures. CoRR (2023)
Siavash Golkar, Tiberiu Tesileanu, Yanis Bahroun, Anirvan M. Sengupta, Dmitri B. Chklovskii
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy. NeurIPS (2022)
Alexander Genkin, David Lipshutz, Siavash Golkar, Tiberiu Tesileanu, Dmitri B. Chklovskii
Biological Learning of Irreducible Representations of Commuting Transformations. NeurIPS (2022)
Siavash Golkar, David Lipshutz, Tiberiu Tesileanu, Dmitri B. Chklovskii
An online algorithm for contrastive Principal Component Analysis. CoRR (2022)
Tiberiu Tesileanu, Siavash Golkar, Samaneh Nasiri, Anirvan M. Sengupta, Dmitri B. Chklovskii
Neural Circuits for Dynamics-Based Segmentation of Time Series. Neural Comput. 34 (4) (2022)
Serena Bradde, Marija Vucelja, Tiberiu Tesileanu, Vijay Balasubramanian
Dynamics of adaptive immunity against phage in bacterial populations. PLoS Comput. Biol. 13 (4) (2017)
Tiberiu Tesileanu, Lucy J. Colwell, Stanislas Leibler
Protein Sectors: Statistical Coupling Analysis versus Conservation. PLoS Comput. Biol. 11 (2) (2015)