According to our database1, Maxim Naumov authored at least 24 papers between 2004 and 2019.
Legend:Book In proceedings Article PhD thesis Other
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing.
Mixed Dimension Embeddings with Application to Memory-Efficient Recommendation Systems.
Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems.
The Architectural Implications of Facebook's DNN-based Personalized Recommendation.
Deep Learning Recommendation Model for Personalization and Recommendation Systems.
Spatial-Winograd Pruning Enabling Sparse Winograd Convolution.
On the Dimensionality of Embeddings for Sparse Features and Data.
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications.
On Periodic Functions as Regularizers for Quantization of Neural Networks.
Bandana: Using Non-volatile Memory for Storing Deep Learning Models.
A Block-Oriented, Parallel and Collective Approach to Sparse Indefinite Preconditioning on GPUs.
Proceedings of the 8th IEEE/ACM Workshop on Irregular Applications: Architectures and Algorithms, 2018
Parallel Complexity of Forward and Backward Propagation.
AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks.
Feedforward and Recurrent Neural Networks Backward Propagation and Hessian in Matrix Form.
Parallel Depth-First Search for Directed Acyclic Graphs.
Proceedings of the Seventh Workshop on Irregular Applications: Architectures and Algorithms, 2017
Parallel jaccard and related graph clustering techniques.
Proceedings of the 8th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2017
Parallel Modularity Clustering.
Proceedings of the International Conference on Computational Science, 2017
AmgX: A Library for GPU Accelerated Algebraic Multigrid and Preconditioned Iterative Methods.
SIAM J. Scientific Computing, 2015
On the modification of an eigenvalue problem that preserves an eigenspace.
J. Computational Applied Mathematics, 2011
A tearing-based hybrid parallel sparse linear system solver.
J. Computational Applied Mathematics, 2010
Multimillion Atom Simulations with Nemo3D.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009
Stability of Semi-implicit Atmospheric Models with Respect to the Reference Temperature Profile.
Proceedings of the Numerical Methods and Applications, 6th International Conference, 2006
Semi-Lagrangian Scale Selective Two-Time-Level Scheme for Hydrostatic Atmospheric Model.
Proceedings of the Computational Science, 2006
On correctness of the vertical discretization in numerical weather prediction models.
Applied Mathematics and Computation, 2004