Amir Globerson

2008
19	EE	David Sontag, Amir Globerson, Tommi Jaakkola: Clusters and Coarse Partitions in LP Relaxations. NIPS 2008: 1537-1544
18	EE	David Sontag, Talya Meltzer, Amir Globerson, Tommi Jaakkola, Yair Weiss: Tightening LP Relaxations for MAP using Message Passing. UAI 2008: 503-510
2007
17	EE	Amir Globerson, Terry Koo, Xavier Carreras, Michael Collins: Exponentiated gradient algorithms for log-linear structured prediction. ICML 2007: 305-312
16	EE	Choon Hui Teo, Amir Globerson, Sam T. Roweis, Alex J. Smola: Convex Learning with Invariances. NIPS 2007
15	EE	Amir Globerson, Tommi Jaakkola: Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations. NIPS 2007
2006
14		Amir Globerson, Gal Chechik, Fernando Pereira, Naftali Tishby: Embedding Heterogeneous Data Using Statistical Models. AAAI 2006
13	EE	Amir Globerson, Sam T. Roweis: Nightmare at test time: robust learning by feature deletion. ICML 2006: 353-360
12	EE	Amir Globerson, Tommi Jaakkola: Approximate inference using planar graph decomposition. NIPS 2006: 473-480
11	EE	Koby Crammer, Amir Globerson: Discriminative Learning via Semidefinite Probabilistic Models. UAI 2006
2005
10	EE	Amir Globerson, Sam T. Roweis: Metric Learning by Collapsing Classes. NIPS 2005
9	EE	Gal Chechik, Amir Globerson, Naftali Tishby, Yair Weiss: Information Bottleneck for Gaussian Variables. Journal of Machine Learning Research 6: 165-188 (2005)
2004
8	EE	Amir Globerson, Gal Chechik, Fernando C. Pereira, Naftali Tishby: Euclidean Embedding of Co-Occurrence Data. NIPS 2004
7	EE	Amir Globerson, Naftali Tishby: The Minimum Information Principle for Discriminative Learning. UAI 2004: 193-200
2003
6	EE	Gal Chechik, Amir Globerson, Naftali Tishby, Yair Weiss: Information Bottleneck for Gaussian Variables. NIPS 2003
5		Amir Globerson, Gal Chechik, Naftali Tishby: Sufficient Dimensionality Reduction with Irrelevance Statistics. UAI 2003: 281-288
4	EE	Amir Globerson, Naftali Tishby: Sufficient Dimensionality Reduction. Journal of Machine Learning Research 3: 1307-1331 (2003)
2002
3		Amir Globerson, Naftali Tishby: Most Informative Dimension Reduction. AAAI/IAAI 2002: 1024-1029
2		Amir Globerson, Naftali Tishby: Sufficient Dimensionality Reduction - A novel Analysis Method. ICML 2002: 203-210
2001
1	EE	Gal Chechik, Amir Globerson, M. J. Anderson, E. D. Young, Israel Nelken, Naftali Tishby: Group Redundancy Measures Reveal Redundancy Reduction in the Auditory Pathway. NIPS 2001: 173-180

Coauthor Index

1	M. J. Anderson	[1]
2	Xavier Carreras	[17]
3	Gal Chechik	[1] [5] [6] [8] [9] [14]
4	Michael Collins	[17]
5	Koby Crammer	[11]
6	Tommi Jaakkola	[12] [15] [18] [19]
7	Terry Koo	[17]
8	Talya Meltzer	[18]
9	Israel Nelken	[1]
10	Fernando Pereira	[14]
11	Fernando C. Pereira	[8]
12	Sam T. Roweis	[10] [13] [16]
13	Alexander J. Smola (Alex J. Smola)	[16]
14	David Sontag	[18] [19]
15	Choon Hui Teo	[16]
16	Naftali Tishby	[1] [2] [3] [4] [5] [6] [7] [8] [9] [14]
17	Yair Weiss	[6] [9] [18]
18	E. D. Young	[1]

Colors in the list of coauthors