LG
Lise Getoor
cs.LGcs.AIstat.MLcs.CLcs.DBcs.SIcs.IRcs.CYcs.DCDrug Interactions
On Valency
published · living versionsW_u7fa5rax·v1 · currentpublished
MLSys: The New Frontier of Machine Learning Systems
with Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen +64
1 version
Preprints & journals
50 papers in the corpus · 2004–2024A Mathematical Framework and a Suite of Learning Techniques for Neural-Symbolic Systems2407.09693v3 · Charles Dickens, Connor Pryor, Changyu Gao et al.2024 · 0 citationsarXiv
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning2401.09651v2 · Charles Dickens, Changyu Gao, Connor Pryor et al.2024 · 1 citationarXiv
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic2403.17853v1 · Connor Pryor, Quan Yuan, Jeremiah Liu et al.2024 · 2 citationsarXiv
CausalDialogue: Modeling Utterance-level Causality in Conversations2212.10515v2 · Yi-Lin Tuan, Alon Albalak, Wenda Xu et al.2022 · 0 citationsarXiv
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation2301.13166v3 · Kaiwen Zhou, Kaizhi Zheng, Connor Pryor et al.2023 · 22 citationsarXiv
NeuPSL: Neural Probabilistic Soft Logic2205.14268v3 · Connor Pryor, Charles Dickens, Eriq Augustine et al.2022 · 29 citationsarXiv
D-REX: Dialogue Relation Extraction with Explanations2109.05126v2 · Alon Albalak, Varun Embar, Yi-Lin Tuan et al.2021 · 7 citationsarXiv
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue2205.06262v2 · Alon Albalak, Yi-Lin Tuan, Pegah Jandaghi et al.2022 · 2 citationsarXiv
Emotion Recognition in Conversation using Probabilistic Soft Logic2207.07238v1 · Eriq Augustine, Pegah Jandaghi, Alon Albalak et al.2022 · 1 citationarXiv
Local Explanation of Dialogue Response Generation2106.06528v2 · Yi-Lin Tuan, Connor Pryor, Wenhu Chen et al.2021 · 0 citationsarXiv
HyperFair: A Soft Approach to Integrating Fairness Criteria2009.08952v1 · Charles Dickens, Rishika Singh, Lise Getoor2020 · 0 citationsarXiv
Causal Relational Learning2004.03644v1 · Babak Salimi, Harsh Parikh, Moe Kayali et al.2020 · 6 citationsarXiv
Estimating Aggregate Properties In Relational Networks With Unobserved Data2001.05617v2 · Varun Embar, Sriram Srinivasan, Lise Getoor2020 · 0 citationsarXiv
User Profiling Using Hinge-loss Markov Random Fields2001.01177v1 · Golnoosh Farnadi, Lise Getoor, Marie-Francine Moens et al.2020 · 0 citationsarXiv
MLSys: The New Frontier of Machine Learning Systems1904.03257v3 · Alexander Ratner, Dan Alistarh, Gustavo Alonso et al.2019 · 20 citationsarXivon Valency
Estimating Causal Effects of Tone in Online Debates1906.04177v2 · Dhanya Sridhar, Lise Getoor2019 · 28 citationsarXiv
A Fairness-aware Hybrid Recommender System1809.09030v1 · Golnoosh Farnadi, Pigi Kouki, Spencer K. Thompson et al.2018 · 26 citationsarXiv
Scalable Structure Learning for Probabilistic Soft Logic1807.00973v1 · Varun Embar, Dhanya Sridhar, Golnoosh Farnadi et al.2018 · 7 citationsarXiv
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic1505.04406v3 · Stephen H. Bach, Matthias Broecheler, Bert Huang et al.2015 · 128 citationsJournal of Machine Learning Research (JMLR), 18(109):1-67, 2017
Using Noisy Extractions to Discover Causal Knowledge1711.05900v1 · Dhanya Sridhar, Jay Pujara, Lise Getoor2017 · 1 citationarXiv
A probabilistic approach for collective similarity-based drug-drug interaction prediction.27354693 · Sridhar, Dhanya, Fakhraei, Shobeir, Getoor, Lise2017 · 140 citationsBioinformatics (Oxford, England). 2016;32(20):3175-3182
A Collective, Probabilistic Approach to Schema Mapping: Appendix1702.03447v1 · Angelika Kimmig, Alex Memory, Renee J. Miller et al.2017 · 0 citationsarXiv
Adaptive Neighborhood Graph Construction for Inference in Multi-Relational Networks1607.00474v1 · Shobeir Fakhraei, Dhanya Sridhar, Jay Pujara et al.2016 · 3 citationsarXiv
Generic Statistical Relational Entity Resolution in Knowledge Graphs1607.00992v1 · Jay Pujara, Lise Getoor2016 · 12 citationsIn the Sixth International Workshop on Statistical Relational AI, 2016
Network-Based Drug-Target Interaction Prediction with Probabilistic Soft Logic.26356852 · Fakhraei, Shobeir, Huang, Bert, Raschid, Louiqa et al.2016 · 126 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2014;11(5):775-87
A Probabilistic Approach for Learning Folksonomies from Structured Data1011.3557v1 · Anon Plangprasopchok, Kristina Lerman, Lise Getoor2010 · 16 citationsarXiv
Scalable Text and Link Analysis with Mixed-Topic Link Models1303.7264v1 · Yaojia Zhu, Xiaoran Yan, Lise Getoor et al.2013 · 57 citationsProc. 19th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2013, 473-481
A Hypergraph-Partitioned Vertex Programming Approach for Large-scale Consensus Optimization1308.6823v1 · Hui Miao, Xiangyang Liu, Bert Huang et al.2013 · 14 citationsarXiv
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators1402.7035v2 · Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah et al.2014 · 49 citationsarXivon Valency
Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition1401.3881v1 · Mustafa Bilgic, Lise Getoor2014 · 21 citationsJournal Of Artificial Intelligence Research, Volume 41, pages 69-95, 2011
Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction1309.6813v1 · Stephen Bach, Bert Huang, Ben London et al.2013 · 83 citationsarXiv
Graph-based Generalization Bounds for Learning Binary Relations1302.5348v3 · Ben London, Bert Huang, Lise Getoor2013 · 0 citationsarXiv
Multi-relational Learning Using Weighted Tensor Decomposition with Modular Loss1303.1733v2 · Ben London, Theodoros Rekatsinas, Bert Huang et al.2013 · 15 citationsarXiv
Subgraph Pattern Matching over Uncertain Graphs with Identity Linkage Uncertainty1305.7006v1 · Walaa Eldin Moustafa, Angelika Kimmig, Amol Deshpande et al.2013 · 35 citationsarXiv
Utility Elicitation as a Classification Problem1301.7367v1 · Urszula Chajewska, Lise Getoor, Joseph Norman et al.2013 · 68 citationsarXiv
LA-LDA: A Limited Attention Topic Model for Social Recommendation1301.6277v1 · Jeon-Hyung Kang, Kristina Lerman, Lise Getoor2013 · 19 citationsarXiv
Bisimulation-based Approximate Lifted Inference1205.2616v1 · Prithviraj Sen, Amol Deshpande, Lise Getoor2012 · 49 citationsarXiv
Probabilistic Similarity Logic1203.3469v1 · Matthias Brocheler, Lilyana Mihalkova, Lise Getoor2012 · 125 citationsarXiv
Dynamic processing allocation in video.21422485 · Chen, Daozheng, Bilgic, Mustafa, Getoor, Lise et al.2012 · 10 citationsIEEE transactions on pattern analysis and machine intelligence. 2011;33(11):2174-87
A method for the detection of meaningful and reproducible group signatures from gene expression profiles.21714134 · Licamele, Louis, Getoor, Lise2011 · 4 citationsJournal of bioinformatics and computational biology. 2011;9(3):431-51
Query-time Entity Resolution1111.0045v1 · I. Bhattacharya, L. Getoor2011 · 37 citationsJournal Of Artificial Intelligence Research, Volume 30, pages 621-657, 2007on Valency
Lifted Graphical Models: A Survey1107.4966v2 · Lilyana Mihalkova, Lise Getoor2011 · 90 citationsarXiv
Integrating Structured Metadata with Relational Affinity Propagation1005.4963v1 · Anon Plangprasopchok, Kristina Lerman, Lise Getoor2010 · 3 citationsarXiv
Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata1005.5114v1 · Anon Plangprasopchok, Kristina Lerman, Lise Getoor2010 · 3 citationsarXiv
Indirect two-sided relative ranking: a robust similarity measure for gene expression data.20236517 · Licamele, Louis, Getoor, Lise2010 · 3 citationsBMC bioinformatics. 2010;11:137
Common effect of antipsychotics on the biosynthesis and regulation of fatty acids and cholesterol supports a key role of lipid homeostasis in schizophrenia.19150222 · Polymeropoulos, Mihael H, Licamele, Louis, Volpi, Simona et al.2009 · 84 citationsSchizophrenia research. 2009;108(1-3):134-42
Interactive entity resolution in relational data: a visual analytic tool and its evaluation.18599913 · Kang, Hyunmo, Getoor, Lise, Shneiderman, Ben et al.2008 · 53 citationsIEEE transactions on visualization and computer graphics. 2008;14(5):999-1014
Features generated for computational splice-site prediction correspond to functional elements.17958908 · Dogan, Rezarta Islamaj, Getoor, Lise, Wilbur, W John et al.2008 · 25 citationsBMC bioinformatics. 2007;8:410
SplicePort--an interactive splice-site analysis tool.17576680 · Dogan, Rezarta Islamaj, Getoor, Lise, Wilbur, W John et al.2007 · 218 citationsNucleic acids research. 2007;35(Web Server issue):W285-91
Understanding tuberculosis epidemiology using structured statistical models.15081074 · Getoor, Lise, Rhee, Jeanne T, Koller, Daphne et al.2004 · 55 citationsArtificial intelligence in medicine. 2004;30(3):233-56
Career total: 378 works. 50 are in this corpus.
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