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Publication search results
found 44 matches
- 2015
- Karim T. Abou-Moustafa, Dale Schuurmans:
Generalization in Unsupervised Learning. ECML/PKDD (1) 2015: 300-317 - Ayan Acharya, Dean Teffer, Jette Henderson, Marcus Tyler, Mingyuan Zhou, Joydeep Ghosh:
Gamma Process Poisson Factorization for Joint Modeling of Network and Documents. ECML/PKDD (1) 2015: 283-299 - Reem Al-Otaibi, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach:
Versatile Decision Trees for Learning Over Multiple Contexts. ECML/PKDD (1) 2015: 184-199 - Ehsan Amid, Aristides Gionis, Antti Ukkonen:
A Kernel-Learning Approach to Semi-supervised Clustering with Relative Distance Comparisons. ECML/PKDD (1) 2015: 219-234 - Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel:
Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML/PKDD (1) 2015: 546-559 - Wendelin Böhmer, Klaus Obermayer:
Regression with Linear Factored Functions. ECML/PKDD (1) 2015: 119-134 - Anveshi Charuvaka, Huzefa Rangwala:
HierCost: Improving Large Scale Hierarchical Classification with Cost Sensitive Learning. ECML/PKDD (1) 2015: 675-690 - Wojciech Marian Czarnecki, Rafal Józefowicz, Jacek Tabor:
Maximum Entropy Linear Manifold for Learning Discriminative Low-Dimensional Representation. ECML/PKDD (1) 2015: 52-67 - Asma Dachraoui, Alexis Bondu, Antoine Cornuéjols:
Early Classification of Time Series as a Non Myopic Sequential Decision Making Problem. ECML/PKDD (1) 2015: 433-447 - Yahel David, Nahum Shimkin:
Refined Algorithms for Infinitely Many-Armed Bandits with Deterministic Rewards. ECML/PKDD (1) 2015: 464-479 - Shaona Ghosh, Adam Prügel-Bennett:
Ising Bandits with Side Information. ECML/PKDD (1) 2015: 448-463 - Michael Großhans, Tobias Scheffer:
Solving Prediction Games with Parallel Batch Gradient Descent. ECML/PKDD (1) 2015: 152-167 - Rana Haber, Anand Rangarajan, Adrian M. Peter:
Discriminative Interpolation for Classification of Functional Data. ECML/PKDD (1) 2015: 20-36 - Yinjie Huang, Michael Georgiopoulos, Georgios C. Anagnostopoulos:
Hash Function Learning via Codewords. ECML/PKDD (1) 2015: 659-674 - David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Albert Bifet:
Drift Detection Using Stream Volatility. ECML/PKDD (1) 2015: 417-432 - Daniel Jiwoong Im, Ethan Buchman, Graham W. Taylor:
An Empirical Investigation of Minimum Probability Flow Learning Under Different Connectivity Patterns. ECML/PKDD (1) 2015: 483-497 - Daniel Jiwoong Im, Graham W. Taylor:
Scoring and Classifying with Gated Auto-Encoders. ECML/PKDD (1) 2015: 533-545 - Koh Takeuchi, Yoshinobu Kawahara, Tomoharu Iwata:
Higher Order Fused Regularization for Supervised Learning with Grouped Parameters. ECML/PKDD (1) 2015: 577-593 - Meelis Kull, Peter A. Flach:
Novel Decompositions of Proper Scoring Rules for Classification: Score Adjustment as Precursor to Calibration. ECML/PKDD (1) 2015: 68-85 - Dong-Hyun Lee, Saizheng Zhang, Asja Fischer, Yoshua Bengio:
Difference Target Propagation. ECML/PKDD (1) 2015: 498-515 - Peng Luo, Jinye Peng, Ziyu Guan, Jianping Fan:
Multi-view Semantic Learning for Data Representation. ECML/PKDD (1) 2015: 367-382 - Paul Mineiro, Nikos Karampatziakis:
Fast Label Embeddings via Randomized Linear Algebra. ECML/PKDD (1) 2015: 37-51 - Farzaneh Mirzazadeh, Martha White, András György, Dale Schuurmans:
Scalable Metric Learning for Co-Embedding. ECML/PKDD (1) 2015: 625-642 - Jinseok Nam, Eneldo Loza Mencía, Hyunwoo J. Kim, Johannes Fürnkranz:
Predicting Unseen Labels Using Label Hierarchies in Large-Scale Multi-label Learning. ECML/PKDD (1) 2015: 102-118 - Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard, Marc Sebban:
Joint Semi-supervised Similarity Learning for Linear Classification. ECML/PKDD (1) 2015: 594-609 - Alexander G. Ororbia II, David Reitter, Jian Wu, C. Lee Giles:
Online Learning of Deep Hybrid Architectures for Semi-supervised Categorization. ECML/PKDD (1) 2015: 516-532 - Yuanli Pei, Li-Ping Liu, Xiaoli Z. Fern:
Bayesian Active Clustering with Pairwise Constraints. ECML/PKDD (1) 2015: 235-250 - Andrea Dal Pozzolo, Olivier Caelen, Gianluca Bontempi:
When is Undersampling Effective in Unbalanced Classification Tasks? ECML/PKDD (1) 2015: 200-215 - Steven D. Prestwich, Adejuyigbe O. Fajemisin, Laura Climent, Barry O'Sullivan:
Solving a Hard Cutting Stock Problem by Machine Learning and Optimisation. ECML/PKDD (1) 2015: 335-347 - Martin Ratajczak, Sebastian Tschiatschek, Franz Pernkopf:
Structured Regularizer for Neural Higher-Order Sequence Models. ECML/PKDD (1) 2015: 168-183
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