Job title:

Professor Emeritus

Research area:

Bio:

**Left UC Berkeley: ** 1964**Retired:** 1994

**Selected Publications: **

- Smale, Steve and Zhou, Ding-Xuan (2009).
*Online learning with Markov sampling.*Anal. Appl. (Singap.)**7**No.1, 87-113. [MR] [GS?] - Niyogi, Partha and Smale, Stephen and Weinberger, Shmuel (2008).
*Finding the homology of submanifolds with high confidence from random samples.*Discrete Comput. Geom.**39**No.1-3, 419-441. [MR] [GS?] - Caponnetto, A. and Smale, S. (2007).
*Risk bounds for random regression graphs.*Found. Comput. Math.**7**No.4, 495-528. [MR] [GS?] - Smale, Steve and Zhou, Ding-Xuan (2007).
*Learning theory estimates via integral operators and their approximations.*Constr. Approx.**26**No.2, 153-172. [MR] [GS?] - Cucker, Felipe and Smale, Steve (2007).
*Emergent behavior in flocks.*IEEE Trans. Automat. Control**52**No.5, 852-862. [MR] [GS?]

Research interests:

Algorithms, Numerical analysis, Global analysis