Dimitris Margaritis

Publication Activity (10 Years)

Years Active: 1995-2014
Publications (10 Years): 0

Top Topics

Computationally Expensive

Continuous Variables

Structure Learning

Dynamic Systems

Top Venues

Publications

Facundo Bromberg, Dimitris Margaritis, Vasant G. Honavar
Efficient Markov Network Structure Discovery Using Independence Tests. CoRR (2014)
Dimitris Margaritis, Sebastian Thrun
A Bayesian Multiresolution Independence Test for Continuous Variables CoRR (2013)
Dimitris Margaritis
Toward Provably Correct Feature Selection in Arbitrary Domains. NIPS (2009)
Facundo Bromberg, Dimitris Margaritis, Vasant G. Honavar
Efficient Markov Network Structure Discovery Using Independence Tests. J. Artif. Intell. Res. 35 (2009)
Dimitris Margaritis, Facundo Bromberg
Efficient Markov Network Discovery Using Particle Filters. Comput. Intell. 25 (4) (2009)
Facundo Bromberg, Dimitris Margaritis
Improving the Reliability of Causal Discovery from Small Data Sets Using Argumentation. J. Mach. Learn. Res. 10 (2009)
Parichey Gandhi, Facundo Bromberg, Dimitris Margaritis
Learning Markov Network Structure using Few Independence Tests. SDM (2008)
Facundo Bromberg, Dimitris Margaritis
Efficient and Robust Independence-Based Markov Network Structure Discovery. IJCAI (2007)
Facundo Bromberg, Dimitris Margaritis, Vasant G. Honavar
Efficient Markov Network Structure Discovery using Independence Tests. SDM (2006)
Dimitris Margaritis
Distribution-Free Learning of Bayesian Network Structure in Continuous Domains. AAAI (2005)
Brian Patterson, Dimitris Margaritis
Essential Hidden Variables: An Exploratory Algorithm. IICAI (2005)
Sandeep Yaramakala, Dimitris Margaritis
Speculative Markov Blanket Discovery for Optimal Feature Selection. ICDM (2005)
Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun
NetCube: A Scalable Tool for Fast Data Mining and Compression. VLDB (2001)
Baback Moghaddam, Henning Biermann, Dimitris Margaritis
Regions-of-Interest and Spatial Layout for Content-Based Image Retrieval. Multim. Tools Appl. 14 (2) (2001)
Dimitris Margaritis, Sebastian Thrun
A Bayesian Multiresolution Independence Test for Continuous Variables. UAI (2001)
Baback Moghaddam, Henning Biermann, Dimitris Margaritis
Image Retrieval with Local and Spatial Queries. ICIP (2000)
Dimitris Margaritis, Sebastian Thrun
Bayesian Network Induction via Local Neighborhoods. NIPS (1999)
Stefan Waldherr, Sebastian Thrun, Roseli A. F. Romero, Dimitris Margaritis
Template-Based Recognition of Pose and Motion Gestures On a Mobile Robot. AAAI/IAAI (1998)
Dimitris Margaritis, Sebastian Thrun
Learning to Locate an Object in 3D Space from a Sequence of Camera Images. ICML (1998)
Dimitris Margaritis, Steven Skiena
Reconstructing Strings from Substrings in Rounds. FOCS (1995)