Nonconvex first-order optimization: When can gradient descent escape saddle points in linear time? Read more about Nonconvex first-order optimization: When can gradient descent escape saddle points in linear time?
JARROD MCCLEAN - Google Quantum Artificial Intelligence Lab Read more about JARROD MCCLEAN - Google Quantum Artificial Intelligence Lab
Real-Time Remote Sensing and Fusion Plasma Control: A Reservoir Computing Approach Read more about Real-Time Remote Sensing and Fusion Plasma Control: A Reservoir Computing Approach
Smooth bilevel programming for sparse regularisation Read more about Smooth bilevel programming for sparse regularisation
Evolving Graphical Planner: Contextual Global Planning for Vision-and-Language Navigation Read more about Evolving Graphical Planner: Contextual Global Planning for Vision-and-Language Navigation
The One World Seminar on the Mathematics of Machine Learning Read more about The One World Seminar on the Mathematics of Machine Learning
Evnin Lecture Series: Calling BS: The Art of Skepticism in a Data-Driven World Read more about Evnin Lecture Series: Calling BS: The Art of Skepticism in a Data-Driven World
Leveraging Dataset Symmetries in Neural Network Prediction Read more about Leveraging Dataset Symmetries in Neural Network Prediction
Function Approximation via Sparse Random Fourier Features Read more about Function Approximation via Sparse Random Fourier Features
Finite Width, Large Depth Neural Networks as Perturbatively Solvable Models Read more about Finite Width, Large Depth Neural Networks as Perturbatively Solvable Models