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Computer Science

5,747 papers (0 classified directly here)

Subtopics

Applications (3,823) Foundations (1,623) Systems (601)

Papers per year

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18
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551
887
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Papers (including subtopics)

Perceptron Learning of SAT NIPS 2012
A Convex-Concave Relaxation Procedure Based Subgraph Matching Algorithm ACML 2012
Learning and Model-Checking Networks of I/O Automata ACML 2012
Online Rank Aggregation ACML 2012
Multi-view Positive and Unlabeled Learning ACML 2012
Locality Preserving Feature Learning AISTATS 2012
Perturbation based Large Margin Approach for Ranking AISTATS 2012
Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem COLT 2012
(weak) Calibration is Computationally Hard COLT 2012
Attribute-Efficient Learning andWeight-Degree Tradeoffs for Polynomial Threshold Functions COLT 2012
Learning Functions of Halfspaces Using Prefix Covers COLT 2012
Computational Bounds on Statistical Query Learning COLT 2012
Tight Bounds on Proper Equivalence Query Learning of DNF COLT 2012
Mal-ID: Automatic Malware Detection Using Common Segment Analysis and Meta-Features JMLR 2012
DEAP: Evolutionary Algorithms Made Easy JMLR 2012
Extrinsic Calibration from Per-Sensor Egomotion RSS 2012
Affine trajectory deformation for redundant manipulators RSS 2012
Rapid Deformable Object Detection using Dual-Tree Branch-and-Bound NIPS 2011
Phase transition in the family of p-resistances NIPS 2011
Hashing Algorithms for Large-Scale Learning NIPS 2011
Nonstandard Interpretations of Probabilistic Programs for Efficient Inference NIPS 2011
Nearest Neighbor based Greedy Coordinate Descent NIPS 2011
Convergent Bounds on the Euclidean Distance NIPS 2011
Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts NIPS 2011
Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent NIPS 2011