Benjamin Recht
University of California, Berkeley(US)
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques, Control Systems and Identification, Advanced Bandit Algorithms Research, Machine Learning and Algorithms
Most-Cited Works
- → Exact Matrix Completion via Convex Optimization(2009)5,099 cited
- → Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization(2010)3,577 cited
- Random Features for Large-Scale Kernel Machines(2007)
- → Understanding deep learning (still) requires rethinking generalization(2021)2,213 cited
- → HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent(2011)1,224 cited
- → Plenoxels: Radiance Fields without Neural Networks(2022)1,206 cited
- → Compressed Sensing Off the Grid(2013)1,152 cited
- Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent(2011)
- → Understanding deep learning requires rethinking generalization(2016)1,089 cited