Pradeep Ravikumar

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with David I. Inouye

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Publications

2022
[c129]
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  - conf/aistats/ZhouGRI22
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Zeyu Zhou, Ziyu Gong, Pradeep Ravikumar, David I. Inouye:
Iterative Alignment Flows. AISTATS 2022: 6409-6444
2021
[i52]
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  - journals/corr/abs-2104-07232
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David I. Inouye, Zeyu Zhou, Ziyu Gong, Pradeep Ravikumar:
Iterative Barycenter Flows. CoRR abs/2104.07232 (2021)
2020
[c95]
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  - conf/uai/InouyeLKAR20
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David I. Inouye, Liu Leqi, Joon Sik Kim, Bryon Aragam, Pradeep Ravikumar:
Automated Dependence Plots. UAI 2020: 1238-1247
2019
[c89]
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  - conf/nips/YehHSIR19
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Chih-Kuan Yeh, Cheng-Yu Hsieh, Arun Sai Suggala, David I. Inouye, Pradeep Ravikumar:
On the (In)fidelity and Sensitivity of Explanations. NeurIPS 2019: 10965-10976
[i34]
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  - journals/corr/abs-1901-09392
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Chih-Kuan Yeh, Cheng-Yu Hsieh, Arun Sai Suggala, David I. Inouye, Pradeep Ravikumar:
How Sensitive are Sensitivity-Based Explanations? CoRR abs/1901.09392 (2019)
[i27]
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  - journals/corr/abs-1912-01108
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David I. Inouye, Liu Leqi, Joon Sik Kim, Bryon Aragam, Pradeep Ravikumar:
Diagnostic Curves for Black Box Models. CoRR abs/1912.01108 (2019)
2018
[c85]
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  - conf/icml/InouyeR18
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David I. Inouye, Pradeep Ravikumar:
Deep Density Destructors. ICML 2018: 2172-2180
2016
[c66]
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  - conf/icml/InouyeRD16
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David I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon:
Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies. ICML 2016: 2445-2453
2015
[c54]
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  - conf/nips/InouyeRD15
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David I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon:
Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial. NIPS 2015: 3213-3221
2014
[c46]
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  - conf/icml/InouyeRD14
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David I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon:
Admixture of Poisson MRFs: A Topic Model with Word Dependencies. ICML 2014: 683-691
[c36]
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  - conf/nips/InouyeRD14
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David I. Inouye, Pradeep Ravikumar, Inderjit S. Dhillon:
Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs. NIPS 2014: 3158-3166

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