Name: Deep Patel
Type: User
Company: University of Wisconsin-Madison
Bio: Currently: CS PhD at UW-Madison.
Previously: IISc, Bangalore.
Weakly Supervised Learning, Machine Teaching
Twitter: dbp_patel_1994
Location: Madison, WI
Blog: https://dbp1994.github.io
Deep Patel's Projects
A beautiful, simple, clean, and responsive Jekyll theme for academics
Awesome Knowledge Distillation
A curated list of resources for Learning with Noisy Labels
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
Code for "Adaptive Sample Selection for Robust Learning under Label Noise" accepted at IEEE/CVF WACV 2023.
Course notes for CS228: Probabilistic Graphical Models.
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Improving generalization by controlling label-noise information in neural network weights.
Codes for my M.Tech (Research) thesis
Implementation for the paper "Sparse Signal Estimation by Maximally Sparse Convex Optimization"
Code for "Memorization in Deep Neural Networks: Does the Loss Function Matter?" accepted at PAKDD 2021
Here is my implementation of Support Vector Machine (SVM) & Transductive SVM (TSVM) using MATLAB.
Codes for Assignment-3 of Online Prediction & Learning (2021) course @ IISc
Codes for the mini-project for Online Prediction & Learning (2021) course @ IISc
All Algorithms implemented in Python
C++ Implementation of PyTorch Tutorials for Everyone