Random Conic Pursuit for Semidefinite Programming. - Ariel Kleiner; Ali Rahimi; Michael I. Jordan (NIPS, 2010)

The Big Data Bootstrap. - Ariel Kleiner; Ameet Talwalkar; Purnamrita Sarkar; Michael I. Jordan (ICML, 2012)

Randomized Algorithms for Scalable Machine Learning. - Ariel Kleiner (2012)

A general bootstrap performance diagnostic. - Ariel Kleiner; Ameet Talwalkar; Sameer Agarwal 002; Ion Stoica; Michael I. Jordan (KDD, 2013)

Knowing when you're wrong: building fast and reliable approximate query processing systems. - Sameer Agarwal 002; Henry Milner; Ariel Kleiner; Ameet Talwalkar; Michael I. Jordan; Samuel Madden 001; Barzan Mozafari; Ion Stoica (SIGMOD Conference, 2014)

Sharpness-aware Minimization for Efficiently Improving Generalization. - Pierre Foret; Ariel Kleiner; Hossein Mobahi; Behnam Neyshabur (ICLR, 2021)