| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Kevin Miller, M. Pawan Kumar, Benjamin Packer, Danny Goodman, Daphne Koller |
Max-Margin Min-Entropy Models.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Chris Piech, Mehran Sahami, Daphne Koller, Steve Cooper, Paulo Blikstein |
Modeling how students learn to program. |
SIGCSE |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Vladimir Jojic, Suchi Saria, Daphne Koller |
Convex envelopes of complexity controlling penalties: the case against premature envelopment. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Daphne Koller, Ronald Parr, S. Venkataraman |
Efficient Solution Algorithms for Factored MDPs |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ben Blum, Daphne Koller, Christian R. Shelton |
A Continuation Method for Nash Equilibria in Structured Games |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Suchi Saria, Andrew Duchi, Daphne Koller |
Discovering Deformable Motifs in Continuous Time Series Data. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tianshi Gao, Daphne Koller |
Discriminative learning of relaxed hierarchy for large-scale visual recognition. |
ICCV |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | M. Pawan Kumar, Haithem Turki, Dan Preston, Daphne Koller |
Learning specific-class segmentation from diverse data. |
ICCV |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tianshi Gao, Daphne Koller |
Multiclass Boosting with Hinge Loss based on Output Coding. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Huayan Wang, Daphne Koller |
Multi-level inference by relaxed dual decomposition for human pose segmentation. |
CVPR |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tianshi Gao, Benjamin Packer, Daphne Koller |
A segmentation-aware object detection model with occlusion handling. |
CVPR |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tianshi Gao, Daphne Koller |
Active Classification based on Value of Classifier. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Suchi Saria, Daphne Koller, Anna Penn |
Discovering shared and individual latent structure in multiple time series |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | David Vickrey, Oscar Kipersztok, Daphne Koller |
An Active Learning Approach to Finding Related Terms. |
ACL (Short Papers) |
2010 |
DBLP BibTeX RDF |
|
| 1 | Christian Plagemann, Varun Ganapathi, Daphne Koller, Sebastian Thrun |
Real-time identification and localization of body parts from depth images. |
ICRA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Huayan Wang, Stephen Gould, Daphne Koller |
Discriminative Learning with Latent Variables for Cluttered Indoor Scene Understanding. |
ECCV |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Benjamin Packer, Stephen Gould, Daphne Koller |
A Unified Contour-Pixel Model for Figure-Ground Segmentation. |
ECCV |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Huayan Wang, Stephen Gould, Daphne Koller |
Discriminative Learning with Latent Variables for Cluttered Indoor Scene Understanding. |
ECCV |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Vladimir Jojic, Stephen Gould, Daphne Koller |
Accelerated dual decomposition for MAP inference. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | David Vickrey, Cliff Chiung-Yu Lin, Daphne Koller |
Non-Local Contrastive Objectives. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | M. Pawan Kumar, Daphne Koller |
Efficiently selecting regions for scene understanding. |
CVPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Beyang Liu, Stephen Gould, Daphne Koller |
Single image depth estimation from predicted semantic labels. |
CVPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Varun Ganapathi, Christian Plagemann, Daphne Koller, Sebastian Thrun |
Real time motion capture using a single time-of-flight camera. |
CVPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jonathan Laserson, Vladimir Jojic, Daphne Koller |
Genovo: De Novo Assembly for Metagenomes. |
RECOMB |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | M. Pawan Kumar, Benjamin Packer, Daphne Koller |
Self-Paced Learning for Latent Variable Models. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Geremy Heitz, Gal Elidan, Benjamin Packer, Daphne Koller |
Shape-Based Object Localization for Descriptive Classification. |
International Journal of Computer Vision |
2009 |
DBLP DOI BibTeX RDF |
Deformable shape models, Object recognition, Markov random fields, Probabilistic graphical models |
| 1 | Daphne Koller, Nir Friedman |
Probabilistic Graphical Models - Principles and Techniques. |
|
2009 |
RDF |
|
| 1 | Stephen Gould, Richard Fulton, Daphne Koller |
Decomposing a scene into geometric and semantically consistent regions. |
ICCV |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Gould, Fernando Amat, Daphne Koller |
Alphabet SOUP: A framework for approximate energy minimization. |
CVPR |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | M. Kumar, Daphne Koller |
MAP Estimation of Semi-Metric MRFs via Hierarchical Graph Cuts. |
UAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Stephen Gould, Tianshi Gao, Daphne Koller |
Region-based Segmentation and Object Detection. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | M. Pawan Kumar, Daphne Koller |
Learning a Small Mixture of Trees. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou (eds.) |
Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008 |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel, Daphne Koller |
Max-margin Classification of Data with Absent Features. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen Gould, Jim Rodgers, David Cohen, Gal Elidan, Daphne Koller |
Multi-Class Segmentation with Relative Location Prior. |
International Journal of Computer Vision |
2008 |
DBLP DOI BibTeX RDF |
Multi-class image segmentation, Relative location, Segmentation |
| 1 | David Vickrey, Daphne Koller |
Sentence Simplification for Semantic Role Labeling. |
ACL |
2008 |
DBLP BibTeX RDF |
|
| 1 | David Vickrey, Aaron Bronzan, William Choi, Aman Kumar, Jason Turner-Maier, Arthur Wang, Daphne Koller |
Online Word Games for Semantic Data Collection. |
EMNLP |
2008 |
DBLP BibTeX RDF |
|
| 1 | Geremy Heitz, Daphne Koller |
Learning Spatial Context: Using Stuff to Find Things. |
ECCV |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | John C. Duchi, Stephen Gould, Daphne Koller |
Projected Subgradient Methods for Learning Sparse Gaussians. |
UAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Varun Ganapathi, David Vickrey, John C. Duchi, Daphne Koller |
Constrained Approximate Maximum Entropy Learning of Markov Random Fields. |
UAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Gal Elidan, Benjamin Packer, Geremy Heitz, Daphne Koller |
Convex Point Estimation using Undirected Bayesian Transfer Hierarchies. |
UAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Geremy Heitz, Stephen Gould, Ashutosh Saxena, Daphne Koller |
Cascaded Classification Models: Combining Models for Holistic Scene Understanding. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | John C. Platt, Daphne Koller, Yoram Singer, Sam T. Roweis (eds.) |
Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007 |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Geremy Heitz, Gal Elidan, Benjamin Packer, Daphne Koller |
Shape-Based Object Localization for Descriptive Classification. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Su-In Lee, Vassil Chatalbashev, David Vickrey, Daphne Koller |
Learning a meta-level prior for feature relevance from multiple related tasks. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Suchi Saria, Uri Nodelman, Daphne Koller |
Reasoning at the Right Time Granularity. |
UAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Pieter Abbeel, Daphne Koller, Andrew Y. Ng |
Learning Factor Graphs in Polynomial Time and Sample Complexity. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
|
| 1 | Ben Blum, Christian R. Shelton, Daphne Koller |
A Continuation Method for Nash Equilibria in Structured Games. |
J. Artif. Intell. Res. (JAIR) |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Rajat Raina, Andrew Y. Ng, Daphne Koller |
Constructing informative priors using transfer learning. |
ICML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jim Rodgers, Dragomir Anguelov, Hoi-Cheung Pang, Daphne Koller |
Object Pose Detection in Range Scan Data. |
CVPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Gal Elidan, Geremy Heitz, Daphne Koller |
Learning Object Shape: From Drawings to Images. |
CVPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Gal Elidan, Ian McGraw, Daphne Koller |
Residual Belief Propagation: Informed Scheduling for Asynchronous Message Passing. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Tal El-Hay, Nir Friedman, Daphne Koller, Raz Kupferman |
Continuous Time Markov Networks. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Su-In Lee, Varun Ganapathi, Daphne Koller |
Efficient Structure Learning of Markov Networks using $L_1$-Regularization. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel, Daphne Koller |
Max-margin classification of incomplete data. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Alexis Battle, Gal Chechik, Daphne Koller |
Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | John C. Duchi, Daniel Tarlow, Gal Elidan, Daphne Koller |
Using Combinatorial Optimization within Max-Product Belief Propagation. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Dragomir Anguelov, Praveen Srinivasan, Daphne Koller, Sebastian Thrun, Jim Rodgers, James Davis |
SCAPE: shape completion and animation of people. |
ACM Trans. Graph. |
2005 |
DBLP DOI BibTeX RDF |
animation, deformations, morphing, synthetic actors |
| 1 | Alexis Battle, Eran Segal, Daphne Koller |
Probabilistic Discovery of Overlapping Cellular Processes and Their Regulation. |
Journal of Computational Biology |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Eran Segal, Dana Pe'er, Aviv Regev, Daphne Koller, Nir Friedman |
Learning Module Networks. |
Journal of Machine Learning Research |
2005 |
DBLP BibTeX RDF |
|
| 1 | David Vickrey, Luke Biewald, Marc Teyssier, Daphne Koller |
Word-Sense Disambiguation for Machine Translation. |
HLT/EMNLP |
2005 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Carlos Guestrin |
Learning structured prediction models: a large margin approach. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Dragomir Anguelov, Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Dinkar Gupta, Geremy Heitz, Andrew Y. Ng |
Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data. |
CVPR |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Pieter Abbeel, Daphne Koller, Andrew Y. Ng |
Learning Factor Graphs in Polynomial Time & Sample Complexity. |
UAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Uri Nodelman, Daphne Koller, Christian R. Shelton |
Expectation Propagation for Continuous Time Bayesian Networks. |
UAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Uri Nodelman, Christian R. Shelton, Daphne Koller |
Expectation Maximization and Complex Duration Distributions for Continuous Time Bayesian Networks. |
UAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Marc Teyssier, Daphne Koller |
Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks. |
UAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Lise Getoor, Jeanne T. Rhee, Daphne Koller, Peter Small |
Understanding tuberculosis epidemiology using structured statistical models. |
Artificial Intelligence in Medicine |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastian Thrun, Yufeng Liu, Daphne Koller, Andrew Y. Ng, Zoubin Ghahramani, Hugh F. Durrant-Whyte |
Simultaneous Localization and Mapping with Sparse Extended Information Filters. |
I. J. Robotic Res. |
2004 |
DBLP BibTeX RDF |
|
| 1 | Joseph Y. Halpern, Daphne Koller |
Representation Dependence in Probabilistic Inference. |
J. Artif. Intell. Res. (JAIR) |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ben Taskar, Dan Klein, Mike Collins, Daphne Koller, Christopher D. Manning |
Max-Margin Parsing. |
EMNLP |
2004 |
DBLP BibTeX RDF |
|
| 1 | Dragomir Anguelov, Daphne Koller, Evan Parker, Sebastian Thrun |
Detecting and Modeling Doors with Mobile Robots. |
ICRA |
2004 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Taskar, Vassil Chatalbashev, Daphne Koller |
Learning associative Markov networks. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Dragomir Anguelov, Daphne Koller, Hoi-Cheung Pang, Praveen Srinivasan, Sebastian Thrun |
Recovering Articulated Object Models from 3D Range Data. |
UAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Daphne Koller |
Multi-Agent Planning in Complex Uncertain Environments. (PDF / PS) |
AAMAS |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexis Battle, Eran Segal, Daphne Koller |
Probabilistic discovery of overlapping cellular processes and their regulation. |
RECOMB |
2004 |
DBLP DOI BibTeX RDF |
cellular processes, gene regulation, probabilistic relational models |
| 1 | Haidong Wang, Eran Segal, Asa Ben-Hur, Daphne Koller, Douglas L. Brutlag |
Identifying Protein-Protein Interaction Sites on a Genome-Wide Scale. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Dragomir Anguelov, Praveen Srinivasan, Hoi-Cheung Pang, Daphne Koller, Sebastian Thrun, James Davis |
The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Daphne Koller, Brian Milch |
Multi-agent influence diagrams for representing and solving games. |
Games and Economic Behavior |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Nir Friedman, Daphne Koller |
Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks. |
Machine Learning |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller |
From Statistical Knowledge Bases to Degrees of Belief |
CoRR |
2003 |
DBLP BibTeX RDF |
|
| 1 | Joseph Y. Halpern, Daphne Koller |
Representation Dependence in Probabilistic Inference |
CoRR |
2003 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman |
Efficient Solution Algorithms for Factored MDPs. |
J. Artif. Intell. Res. (JAIR) |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Eran Segal, Alexis Battle, Daphne Koller |
Decomposing Gene Expression into Cellular Processes. |
Pacific Symposium on Biocomputing |
2003 |
DBLP BibTeX RDF |
|
| 1 | Ben Blum, Christian R. Shelton, Daphne Koller |
A Continuation Method for Nash Equilibria in Structured Games. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Michael Montemerlo, Sebastian Thrun, Daphne Koller, Ben Wegbreit |
FastSLAM 2.0: An Improved Particle Filtering Algorithm for Simultaneous Localization and Mapping that Provably Converges. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Daphne Koller, Chris Gearhart, Neal Kanodia |
Generalizing Plans to New Environments in Relational MDPs. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Eran Segal, R. Yelensky, Daphne Koller |
Genome-wide discovery of transcriptional modules from DNA sequence and gene expression. |
ISMB (Supplement of Bioinformatics) |
2003 |
DBLP BibTeX RDF |
|
| 1 | Eran Segal, Haidong Wang, Daphne Koller |
Discovering molecular pathways from protein interaction and gene expression data. |
ISMB (Supplement of Bioinformatics) |
2003 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Taskar, Ming Fai Wong, Daphne Koller |
Learning on the Test Data: Leveraging Unseen Features. |
ICML |
2003 |
DBLP BibTeX RDF |
|
| 1 | Uri Nodelman, Christian R. Shelton, Daphne Koller |
Learning Continuous Time Bayesian Networks. |
UAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Eran Segal, Dana Pe'er, Aviv Regev, Daphne Koller, Nir Friedman |
Learning Module Networks. |
UAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Taskar, Ming Fai Wong, Pieter Abbeel, Daphne Koller |
Link Prediction in Relational Data. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Taskar, Carlos Guestrin, Daphne Koller |
Max-Margin Markov Networks. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Daphne Koller |
Statistical learning from relational data. |
KDD |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar |
Learning Probabilistic Models of Link Structure. |
Journal of Machine Learning Research |
2002 |
DBLP BibTeX RDF |
|
| 1 | Uri Nodelman, Christian R. Shelton, Daphne Koller |
Continuous Time Bayesian Networks. |
UAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Uri Lerner, Brooks Moses, Scott Maricia, Sheila A. McIlraith, Daphne Koller |
Monitoring a Complez Physical System using a Hybrid Dynamic Bayes Net. |
UAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Dragomir Anguelov, Rahul Biswas, Daphne Koller, Benson Limketkai, Sebastian Thrun |
Learning Hierarchical Object Maps of Non-Stationary Environments with Mobile Robots. |
UAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Taskar, Pieter Abbeel, Daphne Koller |
Discriminative Probabilistic Models for Relational Data. |
UAI |
2002 |
DBLP BibTeX RDF |
|
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