Papers
On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models
Adarsh Prasad, Alexandru Niculescu-Mizil, Pradeep K Ravikumar
On Structured Prediction Theory with Calibrated Convex Surrogate Losses
Anton Osokin, Francis Bach, Simon Lacoste-Julien
On Subset Selection with General Cost Constraints
Chao Qian, Jing-Cheng Shi, Yang Yu et al.
On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm
Masaaki Imaizumi, Takanori Maehara, Kohei Hayashi
On the Ability of Neural Nets to Express Distributions
Holden Lee, Rong Ge, Tengyu Ma et al.
On the Complexity of Enumerating the Extensions of Abstract Argumentation Frameworks
Markus Kröll, Reinhard Pichler, Stefan Woltran
On the Complexity of Learning from Label Proportions
Benjamin Fish, Lev Reyzin
On the Complexity of Learning Neural Networks
Le Song, Santosh Vempala, John Wilmes et al.
On the Computational Complexity of Gossip Protocols
Krzysztof R. Apt, Eryk Kopczyński, Dominik Wojtczak
On the Consistency of Ordinal Regression Methods
Fabian Pedregosa, Francis Bach, Alexandre Gramfort
On the Consistency of Quick Shift
Heinrich Jiang
On the Distribution of Lexical Features at Multiple Levels of Analysis
Fatemeh Almodaresi, Lyle Ungar, Vivek Kulkarni et al.
On the Duration of Mandarin Tones
Jing Yang, Yu Zhang, Aijun Li et al.
On the Effectiveness of Visible Watermarks
Tali Dekel, Michael Rubinstein, Ce Liu et al.
On the Equivalence of Holographic and Complex Embeddings for Link Prediction
Katsuhiko Hayashi, Masashi Shimbo
On the Expressive Power of Deep Neural Networks
Maithra Raghu, Ben Poole, Jon Kleinberg et al.
On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel Methods and Neural Networks
Arturs Backurs, Piotr Indyk, Ludwig Schmidt
On the Flatness of Loss Surface for Two-layered ReLU Networks
Jiezhang Cao, Qingyao Wu, Yuguang Yan et al.
On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation
Tommaso Cavallari, Stuart Golodetz, Nicholas A. Lord et al.
On-the-fly Operation Batching in Dynamic Computation Graphs
Graham Neubig, Yoav Goldberg, Chris Dyer
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution
Yuqian Zhang, Yenson Lau, Han-wen Kuo et al.