About me
I am a graduate student in the Computer Science Department at University of Maryland, College Park, working under the guidance of Dr. Amol Deshpande and Dr. Lise Getoor. My current area of research is Probabilistic Databases. During my earlier years at Maryland I worked with applications of Undirected Graphical Models to problems in Statistical Relational Learning.
Research
- Journal Publications
- Cost-Sensitive Learning with Conditional Markov Networks
Prithviraj Sen and Lise Getoor
Special Issue on Utility Based Data Mining, DMKD 2008
pdf ps - Conference Publications
- Representing and Querying Correlated Tuples in Probabilistic Databases
Prithviraj Sen and Amol Deshpande
ICDE 2007
pdf - Cost-Sensitive Learning with Conditional Markov Networks
Prithviraj Sen and Lise Getoor
ICML 2006
pdf ps - Workshop Publications
- Representing Tuple and Attribute Uncertainty in Probabilistic Databases
Prithviraj Sen, Amol Deshpande and Lise Getoor
ICDM Workshop on Data Mining of Uncertain Data (DUNE2007)
pdf - Empirical Comparison of Approximate Inference Algorithms for Networked Data
Prithviraj Sen and Lise Getoor
ICML workshop on Open Problems in Statistical Relational Learning (SRL2006)
pdf ps - Cost-Sensitive Learning with Conditional Markov Networks
Prithviraj Sen and Lise Getoor
SDM Workshop on Link Analysis, Counterterrorism and Security 2006
pdf ps - Entity and relationship labeling in affiliation networks
Bin Zhao, Prithviraj Sen and Lise Getoor
ICML workshop on Statistical Network Analysis 2006
pdf - Technical Reports
- Collective Classification in Network Data
Prithviraj Sen, Galileo Mark Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher and Tina Eliassi-Rad
Technical Report CS-TR-4905, 2008
pdf ps - Link-Based Classification
Prithviraj Sen and Lise Getoor
Technical Report CS-TR-4858, 2007
pdf - Representing and Querying Correlated Tuples in Probabilistic Databases
Prithviraj Sen and Amol Deshpande
Technical Report CS-TR-4820, 2006
pdf
Education
| MS (Comp. Sc.) | University of Maryland, College Park | 2006 | BTech (Comp. Sc.) | Indian Institute of Technology, Bombay | 2003 |
Academics
- Courses taken
- High Performance Computing (Fall '03)
- Approaches to Representing and Recognizing Objects (Fall '03)
- Statistical and Neural Pattern Recognition (Fall '03)
- Introduction to Computational Linguistics (Spring '04)
- Advanced Topics in Database Systems (Spring '04)
- How to do Research (Fall '03 & Spring '04)
- Scientific Computing I (Fall '04)
- Image Segmentation (Fall '04)
- Scientific Computing II (Spring '05)
- An Introduction to Statistical Relational Learning (Spring '05)
- Data Management in New Emerging Environments (Fall '05)
- Courses served as TA for
- Computer Science I (Fall '03)
- Introduction to Machine Learning (Spring '04)
- Introduction to Low-Level Programming Concepts (Fall '05)
Contact
Room 3228, A.V. Williams Bldg.,Department of Computer Science and Engineering,
University of Maryland,
College Park, MD 20742.
Tel : 301 405 2714
Email: sen AT cs umd edu