Papers
2,737 papers found
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks
Avi Schwarzschild, Micah Goldblum, Arjun Gupta et al.
Game Theoretic Algorithms for Protein-DNA binding
Luis Pérez-breva, Luis E. Ortiz, Chen-hsiang Yeang et al.
Logistic Regression for Single Trial EEG Classification
Ryota Tomioka, Kazuyuki Aihara, Klaus-Robert Müller
A Small World Threshold for Economic Network Formation
Eyal Even-dar, Michael Kearns
A recipe for optimizing a time-histogram
Hideaki Shimazaki, Shigeru Shinomoto
Natural Actor-Critic for Road Traffic Optimisation
Silvia Richter, Douglas Aberdeen, Jin Yu
A Kernel Method for the Two-Sample-Problem
Arthur Gretton, Karsten Borgwardt, Malte Rasch et al.
Continuous Time Particle Filtering for fMRI
Lawrence Murray, Amos J. Storkey
Learning Monotonic Transformations for Classification
Andrew Howard, Tony Jebara
Automatic Generation of Social Tags for Music Recommendation
Douglas Eck, Paul Lamere, Thierry Bertin-mahieux et al.
Tighter Bounds for Structured Estimation
Olivier Chapelle, Chuong B. Do, Choon H. Teo et al.
Deflation Methods for Sparse PCA
Lester W. Mackey
Syntactic Topic Models
Jordan L. Boyd-graber, David M. Blei
Improved Moves for Truncated Convex Models
Philip Torr, M. P. Kumar
Automatic online tuning for fast Gaussian summation
Vlad I. Morariu, Balaji V. Srinivasan, Vikas C. Raykar et al.
Factor Modeling for Advertisement Targeting
Ye Chen, Michael Kapralov, John Canny et al.
Distribution Matching for Transduction
Novi Quadrianto, James Petterson, Alex J. Smola
Kernel Methods for Deep Learning
Youngmin Cho, Lawrence K. Saul
Riffled Independence for Ranked Data
Jonathan Huang, Carlos Guestrin
A Gaussian Tree Approximation for Integer Least-Squares
Jacob Goldberger, Amir Leshem
Local Rules for Global MAP: When Do They Work ?
Kyomin Jung, Pushmeet Kohli, Devavrat Shah
A Dirty Model for Multi-task Learning
Ali Jalali, Sujay Sanghavi, Chao Ruan et al.
(RF)^2 -- Random Forest Random Field
Nadia Payet, Sinisa Todorovic
Evidence-Specific Structures for Rich Tractable CRFs
Anton Chechetka, Carlos Guestrin
Deterministic Single-Pass Algorithm for LDA
Issei Sato, Kenichi Kurihara, Hiroshi Nakagawa