NSERC Discovery Grant, 2017
Google Focused Research Award, 2016
Wolfson College Junior Research Fellowship, University of Cambridge, 2009–11
UC Berkeley College of Engineering Graduate Student Prize, 2008
Osokin, A., F. Bach, and S. Lacoste-Julien. "On Structured Prediction Theory with Calibrated Convex Surrogate Losses." Paper presented at NIPS conference, Long Beach, 2017.
Lacoste-Julien, S., and M. Jaggi. "On the Global Linear Convergence of Frank-Wolfe Optimization Variants." Paper presented at NIPS conference, Montreal, 2015.
Defazio, A., F. Bach, and S. Lacoste-Julien. "SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives." Paper presented at NIPS conference, Montreal, 2014.
Lacoste-Julien, S. et al. "Block-Coordinate Frank-Wolfe Optimization for Structural SVMs." Paper presented at ICML conference, Atlantia, GA, 2013.
Lacoste-Julien, S., F. Huszár, and Z. Ghahramani. "Approximate Inference for the Loss-Calibrated Bayesian." Paper presented at AISTATS conference, Fort Lauderdale, FL, 2011.