Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Peptide-Spectra Matching from Weak Supervision

Aug 22, 2018
Samuel S. Schoenholz, Sean Hackett, Laura Deming, Eugene Melamud, Navdeep Jaitly, Fiona McAllister, Jonathon O'Brien, George Dahl, Bryson Bennett, Andrew M. Dai, Daphne Koller


  Access Paper or Ask Questions

Inferring Multi-Dimensional Rates of Aging from Cross-Sectional Data

Jul 12, 2018
Emma Pierson, Pang Wei Koh, Tatsunori Hashimoto, Daphne Koller, Jure Leskovec, Nicholas Eriksson, Percy Liang

* Accepted at Joint ICML and IJCAI Workshop on Computational Biology, 2018 

  Access Paper or Ask Questions

Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (2001)

Aug 28, 2014
John Breese, Daphne Koller


  Access Paper or Ask Questions

Tuned Models of Peer Assessment in MOOCs

Jul 09, 2013
Chris Piech, Jonathan Huang, Zhenghao Chen, Chuong Do, Andrew Ng, Daphne Koller

* Proceedings of The 6th International Conference on Educational Data Mining (EDM 2013) 

  Access Paper or Ask Questions

Probability Estimation in Face of Irrelevant Information

Mar 20, 2013
Adam J. Grove, Daphne Koller

* Appears in Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence (UAI1991) 

  Access Paper or Ask Questions

Generating New Beliefs From Old

Feb 27, 2013
Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller

* Appears in Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence (UAI1994) 

  Access Paper or Ask Questions

Stochastic Simulation Algorithms for Dynamic Probabilistic Networks

Feb 20, 2013
Keiji Kanazawa, Daphne Koller, Stuart Russell

* Appears in Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence (UAI1995) 

  Access Paper or Ask Questions

Context-Specific Independence in Bayesian Networks

Feb 13, 2013
Craig Boutilier, Nir Friedman, Moises Goldszmidt, Daphne Koller

* Appears in Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI1996) 

  Access Paper or Ask Questions

Nonuniform Dynamic Discretization in Hybrid Networks

Feb 06, 2013
Alexander V. Kozlov, Daphne Koller

* Appears in Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI1997) 

  Access Paper or Ask Questions

Object-Oriented Bayesian Networks

Feb 06, 2013
Daphne Koller, Avi Pfeffer

* Appears in Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI1997) 

  Access Paper or Ask Questions

Update Rules for Parameter Estimation in Bayesian Networks

Feb 06, 2013
Eric Bauer, Daphne Koller, Yoram Singer

* Appears in Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI1997) 

  Access Paper or Ask Questions

Tractable Inference for Complex Stochastic Processes

Jan 30, 2013
Xavier Boyen, Daphne Koller

* Appears in Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI1998) 

  Access Paper or Ask Questions

SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation

Jan 23, 2013
Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa

* Appears in Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI1999) 

  Access Paper or Ask Questions

A General Algorithm for Approximate Inference and its Application to Hybrid Bayes Nets

Jan 23, 2013
Daphne Koller, Uri Lerner, Dragomir Anguelov

* Appears in Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI1999) 

  Access Paper or Ask Questions

Discovering the Hidden Structure of Complex Dynamic Systems

Jan 23, 2013
Xavier Boyen, Nir Friedman, Daphne Koller

* Appears in Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI1999) 

  Access Paper or Ask Questions

Probabilistic Models for Agents' Beliefs and Decisions

Jan 16, 2013
Brian Milch, Daphne Koller

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

  Access Paper or Ask Questions

Policy Iteration for Factored MDPs

Jan 16, 2013
Daphne Koller, Ron Parr

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

  Access Paper or Ask Questions

Being Bayesian about Network Structure

Jan 16, 2013
Nir Friedman, Daphne Koller

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

  Access Paper or Ask Questions

Utilities as Random Variables: Density Estimation and Structure Discovery

Jan 16, 2013
Urszula Chajewska, Daphne Koller

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

  Access Paper or Ask Questions

Exact Inference in Networks with Discrete Children of Continuous Parents

Jan 10, 2013
Uri Lerner, Eran Segal, Daphne Koller

* Appears in Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI2001) 

  Access Paper or Ask Questions

Discriminative Probabilistic Models for Relational Data

Dec 12, 2012
Ben Taskar, Pieter Abbeel, Daphne Koller

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

  Access Paper or Ask Questions

Continuous Time Bayesian Networks

Dec 12, 2012
Uri Nodelman, Christian R. Shelton, Daphne Koller

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

  Access Paper or Ask Questions

Monitoring a Complez Physical System using a Hybrid Dynamic Bayes Net

Dec 12, 2012
Uri Lerner, Brooks Moses, Maricia Scott, Sheila McIlraith, Daphne Koller

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

  Access Paper or Ask Questions

Learning Hierarchical Object Maps Of Non-Stationary Environments with mobile robots

Dec 12, 2012
Dragomir Anguelov, Rahul Biswas, Daphne Koller, Benson Limketkai, Sebastian Thrun

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

  Access Paper or Ask Questions

Learning Module Networks

Oct 19, 2012
Eran Segal, Dana Pe'er, Aviv Regev, Daphne Koller, Nir Friedman

* Appears in Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI2003) 

  Access Paper or Ask Questions

Learning Continuous Time Bayesian Networks

Oct 19, 2012
Uri Nodelman, Christian R. Shelton, Daphne Koller

* Appears in Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI2003) 

  Access Paper or Ask Questions

Recovering Articulated Object Models from 3D Range Data

Jul 11, 2012
Dragomir Anguelov, Daphne Koller, Hoi-Cheung Pang, Praveen Srinivasan, Sebastian Thrun

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

  Access Paper or Ask Questions

Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks

Jul 04, 2012
Marc Teyssier, Daphne Koller

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

  Access Paper or Ask Questions

Expectation Maximization and Complex Duration Distributions for Continuous Time Bayesian Networks

Jul 04, 2012
Uri Nodelman, Christian R. Shelton, Daphne Koller

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

  Access Paper or Ask Questions

Expectation Propagation for Continuous Time Bayesian Networks

Jul 04, 2012
Uri Nodelman, Daphne Koller, Christian R. Shelton

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

  Access Paper or Ask Questions