Rivasplata, Omar
- PAC-Bayes Analysis Beyond the Usual Bounds
2020/06/23 by Omar Rivasplata, Rivasplata, Omar, Ilja Kuzborskij +5 · 5 citations
Computer Science · Mathematics · #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference
- Logarithmic Pruning is All You Need
2020/06/22 by Laurent Orseau, Marcus Hütter, Orseau, Laurent +3 · 3 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- PAC-Bayes with Backprop
2019/08/19 by Omar Rivasplata, Vikram M Tankasali, Rivasplata, Omar +3 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Machine Learning and Data Classification
- Smallest singular value of sparse random matrices
2011/06/05 by Litvak, Alexander, Rivasplata, Omar · 1 citation
#15B52 #46B06 #60B20 #FOS: Mathematics #Functional Analysis (math.FA) #Probability (math.PR)
- Learning PAC-Bayes Priors for Probabilistic Neural Networks
2021/09/21 by Perez-Ortiz, Maria, Rivasplata, Omar, Guedj, Benjamin +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Note on the Convergence of Denoising Diffusion Probabilistic Models
2023/12/10 by Mbacke, Sokhna Diarra, Rivasplata, Omar · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)