Noether’s Learning Dynamics: Role of Symmetry Breaking in Neural Networks

CMSA Room G10 CMSA, 20 Garden Street, Cambridge

Colloquium Speaker: Hidenori Tanaka (NTT Research at Harvard) Title: Noether’s Learning Dynamics: Role of Symmetry Breaking in Neural Networks Abstract: In nature, symmetry governs regularities, while symmetry breaking brings texture. […]

Outlier-Robust Algorithms for Clustering Non-Spherical Mixtures

Probability Seminar Speaker: Ainesh Bakshi (MIT) Title: Outlier-Robust Algorithms for Clustering Non-Spherical Mixtures Abstract: In this talk, we describe the first polynomial time algorithm for robustly clustering a mixture of statistically-separated, […]