Mikhail Smelyanskiy

Debunking the 100X GPU vs. CPU myth

Victor W. Lee, Changkyu Kim, Jatin Chhugani et al. · 2010 · 626 citations

Computing, Computer Science, High-performance Computing +15

On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Nitish Shirish Keskar, Dheevatsa Mudigere, Jorge Nocedal et al. · arXiv (Cornell University) · 2016 · 579 citations · Full text

Computing, Computer Science, Algorithms +12

Debunking the 100X GPU vs. CPU myth

Victor W. Lee, Changkyu Kim, Jatin Chhugani et al. · ACM SIGARCH Computer Architecture News · 2010 · 263 citations

Computing, Computer Science, High-performance Computing +15

The Architectural Implications of Facebook's DNN-Based Personalized Recommendation

Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al. · 2020 · 259 citations

Computing, Computer Science, Computer Systems +16

Efficient sparse matrix-vector multiplication on x86-based many-core processors

Xing Liu, Mikhail Smelyanskiy, Edmond Chow et al. · 2013 · 247 citations

Computing, Computer Science, High-performance Computing +17