Hadi Daneshmand

Estimating Diffusion Network Structures: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm

Hadi Daneshmand, Manuel Gomez-Rodriguez, Le Song et al. · arXiv (Cornell University) · 2014 · 61 citations · Full text

Information Spreads, Engineering, Network Analysis +22

Escaping Saddles with Stochastic Gradients

Hadi Daneshmand, Jonas Köhler, Aurélien Lucchi et al. · arXiv (Cornell University) · 2018 · 57 citations · Full text

Engineering, Machine Learning, Data Science +12

Estimating Diffusion Network Structures: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm.

Hadi Daneshmand, Manuel Gomez-Rodriguez, Le Song et al. · PubMed · 2014 · 52 citations · Full text

Local Saddle Point Optimization: A Curvature Exploitation Approach

Leonard Adolphs, Hadi Daneshmand, Aurélien Lucchi et al. · Repository for Publications and Research Data (ETH Zurich) · 2019 · 48 citations · Full text

Towards a Theoretical Understanding of Batch Normalization.

Jonas Köhler, Hadi Daneshmand, Aurélien Lucchi et al. · 2018 · 38 citations

Computational Science, Text Normalization, Engineering +6