Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Stabilizing Bi-Level Hyperparameter Optimization using Moreau-Yosida Regularization

Jul 27, 2020
Sauptik Dhar, Unmesh Kurup, Mohak Shah

* AutoML, Hyperparameter Optimization (HPO), Bi-Level Optimization, Alternating Direction Method of Multipliers (ADMM) 

  Access Model/Code and Paper
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey

May 08, 2020
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah


  Access Model/Code and Paper
Auptimizer -- an Extensible, Open-Source Framework for Hyperparameter Tuning

Nov 06, 2019
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

* Accepted at IEEE Big Data 2019 

  Access Model/Code and Paper
On-Device Machine Learning: An Algorithms and Learning Theory Perspective

Nov 02, 2019
Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

* Edge Learning, Resource Constrained Machine Learning, 36 pages survey 

  Access Model/Code and Paper
Robust Neural Network Training using Periodic Sampling over Model Weights

May 14, 2019
Samarth Tripathi, Jiayi Liu, Unmesh Kurup, Mohak Shah


  Access Model/Code and Paper
Is it Safe to Drive? An Overview of Factors, Challenges, and Datasets for Driveability Assessment in Autonomous Driving

Nov 27, 2018
Junyao Guo, Unmesh Kurup, Mohak Shah


  Access Model/Code and Paper
Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling

Jul 02, 2018
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah

* Accepted at UAI Workshop on Uncertainty in Deep Learning 

  Access Model/Code and Paper
Effective Building Block Design for Deep Convolutional Neural Networks using Search

Jan 25, 2018
Jayanta K Dutta, Jiayi Liu, Unmesh Kurup, Mohak Shah


  Access Model/Code and Paper