The Malaysian Reserve

WiMi Releases Next-Generation Hybrid Quantum Neural Network Structure Technology, Breaking Through the Bottleneck of Image Multi-Classification

WiMi Hologram Cloud Inc. (NASDAQ: WiMi) ("WiMi" or the "Company"), a leading global Hologram Augmented Reality ...
Psychology Today

Generalization: The Magic Sauce in Learning From Video Games

If you want to improve your aerobic capacity, play full-court basketball, not softball. To improve your analytical skills, learn to play chess or bridge, not Chutes and Ladders. If you really want to ...
IEEE

Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing

Abstract: Recently, there has been significant progress in understanding the convergence and generalization properties of gradient-based methods for training overparameterized learning models. However ...
eLife

Beyond gradients: Factorized, geometric control of interference and generalization

Conceptual overview of this work. (A) Animals have goals, which they must learn to achieve. In this case, consider revising a paper. (B) Some feedback signals (e.g., from reviewers or co-authors) will ...
ece.ucsb.edu

Jul 18 (Thu) @ 10:30am: “Generalization and Optimization in the Interpolation Regime: From Linear Models to Neural Networks,” Hossein Taheri, ECE PhD Defense

Learning with large models has driven unprecedented advancements across diverse fields of machine learning. As model's size grows the capacity of the model to memorize or interpolate the dataset also ...
marktechpost

Generalization of Gradient Descent in Over-Parameterized ReLU Networks: Insights from Minima Stability and Large Learning Rates

Gradient descent-trained neural networks operate effectively even in overparameterized settings with random weight initialization, often finding global optimum solutions despite the non-convex nature ...