Misha Smelyanskiy

Publications by Year

Research Areas

Advanced Neural Network Applications, Privacy-Preserving Technologies in Data, Stochastic Gradient Optimization Techniques, Topic Modeling, Recommender Systems and Techniques

Most-Cited Works

• → Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective(2018)579 cited
• → Deep Learning Recommendation Model for Personalization and Recommendation Systems(2019)390 cited
• → Glow: Graph Lowering Compiler Techniques for Neural Networks(2018)186 cited
• → A Study of BFLOAT16 for Deep Learning Training(2019)67 cited
• → Bandana: Using Non-volatile Memory for Storing Deep Learning Models(2018)41 cited
• → Check-N-Run: A Checkpointing System for Training Deep Learning Recommendation Models(2020)18 cited
• → Zion: Facebook Next- Generation Large Memory Training Platform(2019)16 cited
• Check-N-Run: A Checkpointing System for Training Recommendation Models.(2020)
• → Nemotron-4 340B Technical Report(2024)6 cited
• → Differentiable NAS Framework and Application to Ads CTR Prediction(2021)2 cited