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Volkan Cevher

École Polytechnique Fédérale de Lausanne
Rice University
Georgia Institute of Technology

460

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9866

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Controlling the Complexity and Lipschitz Constant improves polynomial nets.

2022 CoRR
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High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize.

2022 CoRR
- Ali Kavis
- Volkan Cevher
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The Spectral Bias of Polynomial Neural Networks.

2022 CoRR
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Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization.

2022 CoRR
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Score matching enables causal discovery of nonlinear additive noise models.

2022 CoRR
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On the Complexity of a Practical Primal-Dual Coordinate Method.

2022 CoRR
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Subquadratic Overparameterization for Shallow Neural Networks

2021 | Annual Conference on Neural Information Processing Systems
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Kernel Conjugate Gradient Methods with Random Projections

2021 Applied and Computational Harmonic Analysis
- Junhong Lin
- Volkan Cevher
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On the Double Descent of Random Features Models Trained with SGD

2021 arXiv: Machine Learning
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STORM+: Fully Adaptive SGD with Momentum for Nonconvex Optimization

2021 NeurIPS | Neural Information Processing Systems
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