Albert Cohen
- MLIR: A Compiler Infrastructure for the End of Moore's Law
2020/02/25 by Chris Lattner, Mehdi Amini, Lattner, Chris +17 · 5 voices · 22 citations
#cs.PL #cs.LG
- Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions
2018/02/13 by Nicolas Vasilache, Oleksandr Zinenko, Vasilache, Nicolas +15 · 1 voice · 24 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Tensor decomposition and applications #cs.LG #cs.PL
- On the stability and accuracy of least squares approximations
2011/11/18 by Albert Cohen, Cohen, Albert, Mark A. Davenport +3 · 7 citations
Engineering · Mathematics · #FOS: Mathematics #Mathematical Approximation and Integration #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
- Kolmogorov widths and low-rank approximations of parametric elliptic\n PDEs
2015/02/10 by Markus Bachmayr, Albert Cohen, Bachmayr, Markus +1 · 7 citations
Computer Science · Decision Sciences · Engineering · Mathematics · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Image and Signal Denoising Methods #Mathematical Approximation and Integration #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Statistical Methods and Inference
- Diffusion Coefficients Estimation for Elliptic Partial Differential\n Equations
2016/09/16 by Andrea Bonito, Bonito, Andrea, Albert Cohen +7 · 3 citations
Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Numerical methods in inverse problems #Nonlinear Partial Differential Equations
- Fully adaptive multiresolution finite volume schemes for conservation laws
2001/12/05 by Albert Cohen, Sidi Kaber, Sidi Mahmoud Kaber +2 · 2 citations
Engineering · Earth and Planetary Sciences · #Computational Fluid Dynamics and Aerodynamics #Fluid Dynamics and Turbulent Flows #Meteorological Phenomena and Simulations
- The Potential of Synergistic Static, Dynamic and Speculative Loop Nest Optimizations for Automatic Parallelization
2011/11/29 by Riyadh Baghdadi, Albert Cohen, Baghdadi, Riyadh +7 · 3 citations
Computer Science · #Distributed #Distributed and Parallel Computing Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- Maximal Spaces with Given Rate of Convergence for Thresholding Algorithms
2001/09/01 by Albert Cohen, Ronald DeVore, Gerard Kerkyacharian +2 · 2 citations
Computer Science · Engineering · Mathematics · #Image and Signal Denoising Methods #Mathematical Analysis and Transform Methods #Sparse and Compressive Sensing Techniques
- Multivariate approximation in downward closed polynomial spaces
2016/12/20 by Albert Cohen, Cohen, Albert, Giovanni Migliorati +1 · 2 citations
Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Mathematical Approximation and Integration #Numerical Analysis (math.NA) #Statistical and numerical algorithms
- Optimal sampling and Christoffel functions on general domains
2020/10/21 by Albert Cohen, Cohen, Albert, Matthieu Dolbeault +1 · 2 citations
Mathematics · #41A10 #41A65 #62E17 #65C50 #93E24 #FOS: Mathematics #Mathematical Analysis and Transform Methods #Mathematical Approximation and Integration #Numerical Analysis (math.NA) #Numerical methods in inverse problems
- Parametric PDEs: Sparse or Low-Rank Approximations?
2016/07/15 by Markus Bachmayr, Bachmayr, Markus, Albert Cohen +2 · 2 citations
Mathematics · Physics and Astronomy · #41A46 #41A63 #42C10 #65D99 #65J10 #65N12 #65N15 #FOS: Mathematics #Mathematical Approximation and Integration #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Nonlinear approximation spaces for inverse problems
2022/09/19 by Albert Cohen, Matthieu Dolbeault, Cohen, Albert +5 · 2 citations
Computer Science · Engineering · #41A65 (Primary) #65D10 (Secondary) #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
- The MLIR Transform Dialect. Your compiler is more powerful than you think
2024/09/05 by Martin Paul Lücke, Lücke, Martin Paul, Олександр Зіненко +7 · 3 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Semantic Web and Ontologies
- Sparse polynomial approximation of parametric elliptic PDEs. Part I:\n affine coefficients
2015/09/23 by Markus Bachmayr, Bachmayr, Markus, Albert Cohen +3 · 1 citation
Mathematics · Engineering · #Mathematical functions and polynomials #Advanced Numerical Analysis Techniques #Mathematical Analysis and Transform Methods
- Solving PDEs with Incomplete Information
2023/01/13 by Peter Binev, Andrea Bonito, Binev, Peter +9 · 1 citation
Mathematics · Computer Science · #Numerical methods in inverse problems #Differential Equations and Boundary Problems #Advanced Mathematical Modeling in Engineering
- High order recovery of geometric interfaces from cell-average data
2024/02/01 by Albert Cohen, Cohen, Albert, Olga Mula +3 · 1 citation
Computer Science · Engineering · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #Computer Graphics and Visualization Techniques #FOS: Mathematics #Numerical Analysis (math.NA)
- Relaxed activation analysis of dataflow networks - A clock calculus for machine learning and real-time scheduling
2026/07/23 by William Gaudelier, Albert Cohen, Dumitru Potop Butucaru
Computer Science · #cs.LG #cs.PL