Giulio Isacchini

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 5

Top Topics

Generalized Linear Models

Mutual Information Maximization

Probabilistic Inference

Multi Class Classification

Top Venues

PLoS Comput. Biol.

Publications

Giulio Isacchini, Natanael Spisak, Armita Nourmohammad, Thierry Mora, Aleksandra M. Walczak
MINIMALIST: Mutual INformatIon Maximization for Amortized Likelihood Inference from Sampled Trajectories. CoRR (2021)
Giulio Isacchini, Carlos Olivares, Armita Nourmohammad, Aleksandra M. Walczak, Thierry Mora
SOS: online probability estimation and generation of T-and B-cell receptors. Bioinform. 36 (16) (2020)
Zachary Sethna, Giulio Isacchini, Thomas Dupic, Thierry Mora, Aleksandra M. Walczak, Yuval Elhanati
Population variability in the generation and selection of T-cell repertoires. PLoS Comput. Biol. 16 (12) (2020)
Gabriel Mahuas, Giulio Isacchini, Olivier Marre, Ulisse Ferrari, Thierry Mora
A new inference approach for training shallow and deep generalized linear models of noisy interacting neurons. CoRR (2020)
Gabriel Mahuas, Giulio Isacchini, Olivier Marre, Ulisse Ferrari, Thierry Mora
A new inference approach for training shallow and deep generalized linear models of noisy interacting neurons. NeurIPS (2020)