Papers
3,317 papers found
PiCoDes: Learning a Compact Code for Novel-Category Recognition
Alessandro Bergamo, Lorenzo Torresani, Andrew W. Fitzgibbon
Scalable Training of Mixture Models via Coresets
Dan Feldman, Matthew Faulkner, Andreas Krause
Active Classification based on Value of Classifier
Tianshi Gao, Daphne Koller
Additive Gaussian Processes
David K. Duvenaud, Hannes Nickisch, Carl E. Rasmussen
Adaptive Hedge
Tim V. Erven, Wouter M. Koolen, Steven D. Rooij et al.
Active Ranking using Pairwise Comparisons
Kevin G. Jamieson, Robert Nowak
Structured sparse coding via lateral inhibition
Arthur D. Szlam, Karol Gregor, Yann L. Cun
Collective Graphical Models
Daniel R. Sheldon, Thomas G. Dietterich
Selective Labeling via Error Bound Minimization
Quanquan Gu, Tong Zhang, Jiawei Han et al.
Timely Object Recognition
Sergey Karayev, Tobias Baumgartner, Mario Fritz et al.
Minimization of Continuous Bethe Approximations: A Positive Variation
Jason Pacheco, Erik B. Sudderth
Controlled Recognition Bounds for Visual Learning and Exploration
Vasiliy Karasev, Alessandro Chiuso, Stefano Soatto
Collaborative Ranking With 17 Parameters
Maksims Volkovs, Richard S. Zemel
Cocktail Party Processing via Structured Prediction
Yuxuan Wang, Deliang Wang
Visual Recognition using Embedded Feature Selection for Curvature Self-Similarity
Angela Eigenstetter, Bjorn Ommer
Active Comparison of Prediction Models
Christoph Sawade, Niels Landwehr, Tobias Scheffer
Context-Sensitive Decision Forests for Object Detection
Peter Kontschieder, Samuel R. Bulò, Antonio Criminisi et al.
Kernel Latent SVM for Visual Recognition
Weilong Yang, Yang Wang, Arash Vahdat et al.
Low-Rank Matrix and Tensor Completion via Adaptive Sampling
Akshay Krishnamurthy, Aarti Singh
Conditional Random Fields via Univariate Exponential Families
Eunho Yang, Pradeep K Ravikumar, Genevera I Allen et al.
Contrastive Learning Using Spectral Methods
James Y Zou, Daniel J. Hsu, David C. Parkes et al.
Compressive Feature Learning
Hristo S Paskov, Robert West, John C Mitchell et al.
Adaptive Anonymity via $b$-Matching
Krzysztof M Choromanski, Tony Jebara, Kui Tang
Adaptive Market Making via Online Learning
Jacob Abernethy, Satyen Kale