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Partha P. Talukdar
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Publications
- 2019
- [j8]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data. IEEE Trans. Knowl. Data Eng. 31(12): 2304-2318 (2019) - [c71]Sharmistha Jat, Hao Tang, Partha P. Talukdar, Tom M. Mitchell:
Relating Simple Sentence Representations in Deep Neural Networks and the Brain. ACL (1) 2019: 5137-5154 - [i25]Sharmistha Jat, Hao Tang, Partha P. Talukdar, Tom Michael Mitchell:
Relating Simple Sentence Representations in Deep Neural Networks and the Brain. CoRR abs/1906.11861 (2019) - 2018
- [j7]Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha P. Talukdar, Bo Yang, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matt Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling:
Never-ending learning. Commun. ACM 61(5): 103-115 (2018) - 2017
- [c50]Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabás Póczos:
BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. SDM 2017: 216-227 - 2016
- [j6]Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy:
Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications. Stat. Anal. Data Min. 9(4): 269-290 (2016) - [c45]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. ICDM 2016: 871-876 - 2015
- [c43]Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling:
Never-Ending Learning. AAAI 2015: 2302-2310 - [c42]Matt Gardner, Partha P. Talukdar, Tom Michael Mitchell:
Combining Vector Space Embeddings with Symbolic Logical Inference over Open-Domain Text. AAAI Spring Symposia 2015 - [c40]Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu:
Translation Invariant Word Embeddings. EMNLP 2015: 1084-1088 - [c38]Mehdi Samadi, Partha Pratim Talukdar, Manuela M. Veloso, Tom M. Mitchell:
AskWorld: Budget-Sensitive Query Evaluation for Knowledge-on-Demand. IJCAI 2015: 837-843 - [c37]Alona Fyshe, Leila Wehbe, Partha Pratim Talukdar, Brian Murphy, Tom M. Mitchell:
A Compositional and Interpretable Semantic Space. HLT-NAACL 2015: 32-41 - [c36]Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell:
Principled Neuro-Functional Connectivity Discovery. SDM 2015: 631-639 - 2014
- [j4]Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos:
Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments. Big Data 2(4): 216-229 (2014) - [c34]Alona Fyshe, Partha Pratim Talukdar, Brian Murphy, Tom M. Mitchell:
Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning. ACL (1) 2014: 489-499 - [c32]Matt Gardner, Partha Pratim Talukdar, Jayant Krishnamurthy, Tom M. Mitchell:
Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases. EMNLP 2014: 397-406 - [c31]Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos:
Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. KDD 2014: 95-104 - [c29]Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy:
Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. SDM 2014: 118-126 - 2013
- [c28]Derry Wijaya, Partha Pratim Talukdar, Tom M. Mitchell:
PIDGIN: ontology alignment using web text as interlingua. CIKM 2013: 589-598 - [c26]Alona Fyshe, Brian Murphy, Partha Pratim Talukdar, Tom M. Mitchell:
Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition. CoNLL 2013: 84-93 - [c25]Matt Gardner, Partha Pratim Talukdar, Bryan Kisiel, Tom M. Mitchell:
Improving Learning and Inference in a Large Knowledge-Base using Latent Syntactic Cues. EMNLP 2013: 833-838 - [i4]Bryan Kisiel, Justin Betteridge, Matt Gardner, Jayant Krishnamurthy, Ndapa Nakashole, Mehdi Samadi, Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell:
CMUML System for KBP 2013 Slot Filling. TAC 2013 - [i3]Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy:
Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization. CoRR abs/1302.7043 (2013) - 2012
- [c22]Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell:
Acquiring temporal constraints between relations. CIKM 2012: 992-1001 - [c20]Brian Murphy, Partha Pratim Talukdar, Tom M. Mitchell:
Learning Effective and Interpretable Semantic Models using Non-Negative Sparse Embedding. COLING 2012: 1933-1950 - [c19]Brian Murphy, Partha P. Talukdar, Tom M. Mitchell:
Selecting Corpus-Semantic Models for Neurolinguistic Decoding. *SEM@NAACL-HLT 2012: 114-123 - [c18]Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell:
Coupled temporal scoping of relational facts. WSDM 2012: 73-82
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