gpleiss/thesis

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Created almost 5 years ago
Updated over 4 years ago

gpleiss/thesis

gpleiss

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efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

temperature_scaling

A simple way to calibrate your neural network.

nnlr

Add layer-wise learning rate schemes to Torch

equalized_odds_and_calibration

Code and data for the experiments in "On Fairness and Calibration"

limits_of_large_width

Code to reproduce the experiments from our NeurIPS 2021 paper " The Limitations of Large Width in Neural Networks: A Deep Gaussian Process Perspective"

linear_operator

[WIP] Demo of potential pytorch linear operator package

ai-final-project

A movie review sentiment-based summarizer

ciq_experiments

Code to reproduce the experiments in "Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization"

Jupyter Notebook

torch_toeplitz

GPyTorch-Wrapper

OlinMeshNetwork

Simulations of a theoretical wireless mesh networks at Olin College (for Discrete Math - Olin College Fall 2011)