Pinned Repositories
awesome-information-geometry
About A collection of AWESOME things about information geometry Topics
awesome-uncertainty-deeplearning
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
Coarse-to-Fine-Regression-for-Taxi-Trip-Duration-Prediction
A tutorial for a coarse-to-fine, prediction model for the New York City Taxi Trip Duration on Kaggle.
Deep_Attentive_VI
Author's implementation of the paper: "Deep Attentive Variational Inference", ICLR 2022.
Distance_Aware_Bottleneck
Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024
Hierarchical-Deep-Reinforcement-Learning
Large-Language-Models-for-Out-of-Distribution-Detection
Mutually-Regressive-Point-Processes
Example C++ implementation of the point process model introduced in "Mutually Regressive Point Process", NeurIPS, 2019.
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Poisson-GLMs-for-Neural-Spike-Train-Analysis
Python implementation for analyzing multi-neuronal spike trains with Poisson Generalized Linear Models.
ifiaposto's Repositories
ifiaposto/Distance_Aware_Bottleneck
Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024
ifiaposto/Deep_Attentive_VI
Author's implementation of the paper: "Deep Attentive Variational Inference", ICLR 2022.
ifiaposto/Hierarchical-Deep-Reinforcement-Learning
ifiaposto/Mutually-Regressive-Point-Processes
Example C++ implementation of the point process model introduced in "Mutually Regressive Point Process", NeurIPS, 2019.
ifiaposto/Poisson-GLMs-for-Neural-Spike-Train-Analysis
Python implementation for analyzing multi-neuronal spike trains with Poisson Generalized Linear Models.
ifiaposto/Coarse-to-Fine-Regression-for-Taxi-Trip-Duration-Prediction
A tutorial for a coarse-to-fine, prediction model for the New York City Taxi Trip Duration on Kaggle.
ifiaposto/awesome-information-geometry
About A collection of AWESOME things about information geometry Topics
ifiaposto/awesome-uncertainty-deeplearning
This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
ifiaposto/Large-Language-Models-for-Out-of-Distribution-Detection
ifiaposto/PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
ifiaposto/uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.