Abhimanyu Lad
Senior Data Scientist at LinkedIn
- Location
- San Francisco Bay Area
- Industry
- Internet
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Abhimanyu Lad's Overview
- Current
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- Senior Data Scientist at LinkedIn
- Past
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- Ph.D. Student at Carnegie Mellon University
- Summer Intern at Yahoo!
- Education
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- Carnegie Mellon University
- Indian Institute of Information Technology
- Apeejay School
- Connections
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409 connections
- Websites
Abhimanyu Lad's Summary
Researcher in the field of information retrieval and machine learning. Worked on probabilistic frameworks for evaluating and optimizing novelty and diversity-based retrieval over Web documents and news streams, topic modeling for heterogeneous data, as well as multi-task active learning.
Interested in statistical analysis of large-scale text data and developing new algorithms for information access.
Specialties
Information Retrieval, Statistical Machine Learning, Python, C
Abhimanyu Lad's Experience
Senior Data Scientist
Public Company; 1001-5000 employees; LNKD; Internet industry
April 2011 – Present (1 year 2 months) San Francisco Bay Area
Ph.D. Student
Carnegie Mellon University
Educational Institution; 5001-10,000 employees; Higher Education industry
August 2005 – March 2011 (5 years 8 months)
Summer Intern
Yahoo!
Public Company; 10,001+ employees; yhoo; Internet industry
June 2008 – August 2008 (3 months)
Analyzing and experimenting with various machine learning algorithms for ranking.
Abhimanyu Lad's Publications
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Learning to Rank Relevant and Novel Documents through User Feedback
- Proceedings of the 19th ACM International Conference on Information and Knowledge Management
- 2010
Authors: Abhimanyu Lad, Yiming Yang -
Active Ordering of Interactive Prediction Tasks
- Proceedings of the 10th SIAM International Conference on Data Mining
- 2010
Authors: Abhimanyu Lad, Yiming Yang -
Modeling Expected Utility of Multi-session Information Distillation
- Proceedings of the 2nd International Conference on the Theory of Information Retrieval
- 2009
Authors: Abhimanyu Lad, Yiming Yang -
A Framework for Evaluation and Optimization of Relevance and Novelty-based Retrieval
- Ph.D. Thesis, School of Computer Science, Carnegie Mellon University
- 2011
Authors: Abhimanyu Lad -
Is it Time to Abandon Abandonment?
- Human-Computer Interaction and Information Retrieval (HCIR)
- October 20, 2011
Authors: Abhimanyu Lad
Abhimanyu Lad's Volunteer Experience & Causes
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Volunteer Interests
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Causes I care about:
- Disaster and Humanitarian Relief
- Human Rights
- Science and Technology
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Abhimanyu Lad's Skills & Expertise
Abhimanyu Lad's Education
Carnegie Mellon University
Ph.D., Computer Science
2005 – 2011
Thesis topic: A Framework for Evaluation and Optimization of Relevance and Novelty-based Retrieval
Indian Institute of Information Technology
B.Tech., Information Technology
2001 – 2005
Apeejay School
10+2
1985 – 2000
Abhimanyu Lad's Additional Information
- Websites:
- Interests:
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Playing Tabla
- Groups and Associations:
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- Honors and Awards:
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Yahoo! PhD Fellowship for 2007--2009
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