Vidyadhar Upadhya

2 papers · 2017–2019 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 📈 Trend Setter

Venues

ACML (2)

Top co-authors

P. S. Sastry (1) P S Sastry (1)

Research topics

Deep Learning (2) Machine Learning (2) Optimization & Theory · Machine Learning (2) Mathematics & Optimization (1) Architectures (1) Bayesian & Probabilistic (1) Core Methods (1) Learning Types (1) Models (1) Optimization (1) Optimization & Theory · Deep Learning (1)

Keywords

contrastive divergence (2) restricted boltzmann machine (2) markov chain monte carlo (1) gradient descent (1) hessian approximation (1) adaptive learning rate (1) dc programming (1) generative model (1) difference of convex function (1) difference-of-convex programming (1) negative log-likelihood (1) stochastic optimization (1) centered gradient (1) neural network optimization (1)

Papers

Efficient Learning of Restricted Boltzmann Machines Using Covariance Estimates ACML 2019 Learning RBM with a DC programming Approach ACML 2017