Showing 1–20 of 47 results
/ Date/ Name
Nov 30, 2014The Loss Surfaces of Multilayer NetworksSep 22, 2013Stochastic Bound MajorizationJun 6, 2014Logarithmic Time Online Multiclass predictionFeb 10, 2018Invertible Autoencoder for domain adaptationOct 26, 2014Notes on using Determinantal Point Processes for Clustering with Applications to Text ClusteringMay 24, 2018VisualBackProp for learning using privileged information with CNNsNov 16, 2016VisualBackProp: efficient visualization of CNNsFeb 13, 2018LSALSA: Accelerated Source Separation via Learned Sparse CodingNov 16, 2015Binary embeddings with structured hashed projectionsMay 17, 2016On the boosting ability of top-down decision tree learning algorithm for multiclass classificationOct 26, 2014Differentially- and non-differentially-private random decision treesOct 19, 2016Structured adaptive and random spinners for fast machine learning computationsDec 8, 2021ESAFE: Enterprise Security and Forensics at ScaleMay 24, 2019LdSM: Logarithm-depth Streaming Multi-label Decision TreesApr 25, 2017Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a CarSep 18, 2020Multi-modal Experts Network for Autonomous DrivingNov 3, 2020SGB: Stochastic Gradient Bound Method for Optimizing Partition FunctionsNov 25, 2020Overcoming Catastrophic Forgetting via Direction-Constrained OptimizationMar 7, 2024GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning ModelsJun 24, 2018Beyond Backprop: Online Alternating Minimization with Auxiliary Variables