Deep Double Descent

This video presents Deep Double Descent: Where Bigger Models and More Data Hurt arXiv paper https://arxiv.org/abs/1912.02292 The slides are available at https://bit.ly/3AwfIhe 0:00 Introduction 0:29 Double Descent 4:50 Effective Model Capacity 7:05 Paper Introduction 13:25 Experimental Setup 14:45 Model-wise Double Descent 17:43 Handwavy Double Descent Intuition 32:04 Epoch-wise Double Descent 34:30 Sample-wise Double Descent 37:24 Final Thoughts & Conclusion 38:48 Presentation Resources #pytorch #computervision #doubledescent #machinelearning #deeplearning #supervisedlearning