Summary of Effective Interplay Between Sparsity and Quantization: From Theory to Practice, by Simla Burcu Harma et al.
Effective Interplay between Sparsity and Quantization: From Theory to Practiceby Simla Burcu Harma, Ayan Chakraborty,…
Summary of Mitigating the Impact Of Labeling Errors on Training Via Rockafellian Relaxation, by Louis L. Chen et al.
Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxationby Louis L. Chen, Bobbie…
Summary of Uncertainty Quantification For Deep Learning, by Peter Jan Van Leeuwen and J. Christine Chiu and C. Kevin Yang
Uncertainty Quantification for Deep Learningby Peter Jan van Leeuwen, J. Christine Chiu, C. Kevin YangFirst…
Summary of Certifying Global Robustness For Deep Neural Networks, by You Li et al.
Certifying Global Robustness for Deep Neural Networksby You Li, Guannan Zhao, Shuyu Kong, Yunqi He,…
Summary of Deep Learning For Computing Convergence Rates Of Markov Chains, by Yanlin Qu et al.
Deep Learning for Computing Convergence Rates of Markov Chainsby Yanlin Qu, Jose Blanchet, Peter GlynnFirst…
Summary of Linear Function Approximation As a Computationally Efficient Method to Solve Classical Reinforcement Learning Challenges, by Hari Srikanth
Linear Function Approximation as a Computationally Efficient Method to Solve Classical Reinforcement Learning Challengesby Hari…
Summary of The Impact Of Ontology on the Prediction Of Cardiovascular Disease Compared to Machine Learning Algorithms, by Hakim El Massari et al.
The Impact of Ontology on the Prediction of Cardiovascular Disease Compared to Machine Learning Algorithmsby…
Summary of Tropical Expressivity Of Neural Networks, by Paul Lezeau et al.
Tropical Expressivity of Neural Networksby Paul Lezeau, Thomas Walker, Yueqi Cao, Shiv Bhatia, Anthea MonodFirst…
Summary of Occam Gradient Descent, by B.n. Kausik
Occam Gradient Descentby B.N. KausikFirst submitted to arxiv on: 30 May 2024CategoriesMain: Machine Learning (cs.LG)Secondary:…
Summary of The Empirical Impact Of Neural Parameter Symmetries, or Lack Thereof, by Derek Lim et al.
The Empirical Impact of Neural Parameter Symmetries, or Lack Thereofby Derek Lim, Theo Moe Putterman,…