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Kumar Sricharan
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2020 – today
- 2024
- [c18]Jiaxin Zhang, Kamalika Das, Kumar Sricharan:
Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods. AISTATS 2024: 2917-2925 - [c17]Jiaxin Zhang, Joy Rimchala, Lalla Mouatadid, Kamalika Das, Kumar Sricharan:
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models. WACV 2024: 8021-8030 - [i16]Wendi Cui, Jiaxin Zhang, Zhuohang Li, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan:
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models. CoRR abs/2401.02132 (2024) - [i15]Wendi Cui, Jiaxin Zhang, Zhuohang Li, Hao Sun, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan:
PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models. CoRR abs/2402.11347 (2024) - [i14]Jiaxin Zhang, Kamalika Das, Kumar Sricharan:
Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods. CoRR abs/2402.12664 (2024) - 2023
- [c16]Jiaxin Zhang, Zhuohang Li, Kamalika Das, Bradley A. Malin, Kumar Sricharan:
SAC³: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency. EMNLP (Findings) 2023: 15445-15458 - [c15]Jiaxin Zhang, Zhuohang Li, Kamalika Das, Kumar Sricharan:
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision. NeurIPS 2023 - [i13]Jiaxin Zhang, Zhuohang Li, Kamalika Das, Kumar Sricharan:
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision. CoRR abs/2310.20153 (2023) - [i12]Jiaxin Zhang, Zhuohang Li, Kamalika Das, Bradley A. Malin, Kumar Sricharan:
SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency. CoRR abs/2311.01740 (2023) - [i11]Jiaxin Zhang, Joy Rimchala, Lalla Mouatadid, Kamalika Das, Kumar Sricharan:
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models. CoRR abs/2311.09625 (2023) - 2022
- [i10]Frej Berglind, Haron Temam, Supratik Mukhopadhyay, Kamalika Das, Md Saiful Islam Sajol, Kumar Sricharan, Kumar Kallurupalli:
XOOD: Extreme Value Based Out-Of-Distribution Detection For Image Classification. CoRR abs/2208.00629 (2022) - 2021
- [j9]Kevin R. Moon
, Kumar Sricharan, Alfred O. Hero III
:
Ensemble Estimation of Generalized Mutual Information With Applications to Genomics. IEEE Trans. Inf. Theory 67(9): 5963-5996 (2021)
2010 – 2019
- 2018
- [j8]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III
:
Ensemble Estimation of Information Divergence †. Entropy 20(8): 560 (2018) - [j7]Elizabeth Hou
, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. IEEE Trans. Inf. Forensics Secur. 13(6): 1446-1459 (2018) - [c14]Hui Ding, Kumar Sricharan, Rama Chellappa:
ExprGAN: Facial Expression Editing With Controllable Expression Intensity. AAAI 2018: 6781-6788 - [i9]Kumar Sricharan, Kumar Kallurupalli, Ashok Srivastava:
Improving robustness of classifiers by training against live traffic. CoRR abs/1812.00237 (2018) - [i8]Kumar Sricharan, Ashok Srivastava:
Building robust classifiers through generation of confident out of distribution examples. CoRR abs/1812.00239 (2018) - 2017
- [j6]Monica Anderson
, Roman Barták
, John S. Brownstein, David L. Buckeridge, Hoda Eldardiry, Christopher W. Geib, Maria L. Gini
, Aaron Isaksen, Sarah Keren, Robert Laddaga, Viliam Lisý, Rodney Martin, David R. Martinez, Martin Michalowski
, Loizos Michael, Reuth Mirsky, Thanh Hai Nguyen, Michael J. Paul, Enrico Pontelli
, Scott Sanner, Arash Shaban-Nejad
, Arunesh Sinha
, Shirin Sohrabi, Kumar Sricharan, Biplav Srivastava, Mark Stefik, William W. Streilein, Nathan R. Sturtevant, Kartik Talamadupula, Michael Thielscher, Julian Togelius
, Tran Cao Son, Long Tran-Thanh, Neal Wagner, Byron C. Wallace, Szymon Wilk
, Jichen Zhu:
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. AI Mag. 38(3): 72-82 (2017) - [c13]Jonathan Rubin, Rui Abreu, Anurag Ganguli, Saigopal Nelaturi, Ion Matei, Kumar Sricharan:
Recognizing Abnormal Heart Sounds Using Deep Learning. KDH@IJCAI 2017: 13-19 - [c12]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble estimation of mutual information. ISIT 2017: 3030-3034 - [i7]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Mutual Information. CoRR abs/1701.08083 (2017) - [i6]Elizabeth Hou, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. CoRR abs/1702.05148 (2017) - [i5]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Distributional Functionals via $k$-Nearest Neighbors. CoRR abs/1707.03083 (2017) - [i4]Jonathan Rubin, Rui Abreu, Anurag Ganguli, Saigopal Nelaturi, Ion Matei, Kumar Sricharan:
Recognizing Abnormal Heart Sounds Using Deep Learning. CoRR abs/1707.04642 (2017) - [i3]Kumar Sricharan, Raja Bala, Matthew Shreve, Hui Ding, Kumar Saketh, Jin Sun:
Semi-supervised Conditional GANs. CoRR abs/1708.05789 (2017) - [i2]Hui Ding, Kumar Sricharan, Rama Chellappa:
ExprGAN: Facial Expression Editing with Controllable Expression Intensity. CoRR abs/1709.03842 (2017) - 2016
- [j5]Juan Liu, Eric Bier, Aaron Wilson, John Alexis Guerra Gómez, Tomonori Honda
, Kumar Sricharan, Leilani Gilpin, Daniel Davies:
Graph Analysis for Detecting Fraud, Waste, and Abuse in Healthcare Data. AI Mag. 37(2): 33-46 (2016) - [c11]Jonathan Rubin, Rui Abreu, Anurag Ganguli, Saigopal Nelaturi, Ion Matei, Kumar Sricharan:
Classifying Heart Sound Recordings using Deep Convolutional Neural Networks and Mel-Frequency Cepstral Coefficients. CinC 2016 - [c10]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Improving convergence of divergence functional ensemble estimators. ISIT 2016: 1133-1137 - [i1]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Improving Convergence of Divergence Functional Ensemble Estimators. CoRR abs/1601.06884 (2016) - 2015
- [j4]Gaurang Gavai, Kumar Sricharan, Dave Gunning, John Hanley, Mudita Singhal, Rob Rolleston:
Supervised and Unsupervised methods to detect Insider Threat from Enterprise Social and Online Activity Data. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 6(4): 47-63 (2015) - [c9]Juan Liu, Eric Bier, Aaron Wilson, Tomonori Honda, Kumar Sricharan, Leilani Gilpin, John Alexis Guerra Gómez, Daniel Davies:
Graph Analysis for Detecting Fraud, Waste, and Abuse in Healthcare Data. AAAI 2015: 3912-3919 - [c8]Gaurang Gavai, Kumar Sricharan, Dave Gunning, Rob Rolleston, John Hanley, Mudita Singhal:
Detecting Insider Threat from Enterprise Social and Online Activity Data. MIST@CCS 2015: 13-20 - 2014
- [j3]Hoda Eldardiry, Kumar Sricharan, Juan Liu, John Hanley, Bob Price, Oliver Brdiczka, Eugene Bart:
Multi-source fusion for anomaly detection: using across-domain and across-time peer-group consistency checks. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 5(2): 39-58 (2014) - [c7]Gaurang Gavai, Kumar Sricharan, Juan Liu, Oliver Brdiczka, John Hanley:
Predicting Company Quitting From Online Social Enterprise Activity. SNAKDD 2014: 11:1-11:5 - [c6]Kumar Sricharan, Kamalika Das:
Localizing anomalous changes in time-evolving graphs. SIGMOD Conference 2014: 1347-1358 - 2013
- [j2]Kumar Sricharan, Dennis L. Wei, Alfred O. Hero III:
Ensemble Estimators for Multivariate Entropy Estimation. IEEE Trans. Inf. Theory 59(7): 4374-4388 (2013) - 2012
- [j1]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
Estimation of Nonlinear Functionals of Densities With Confidence. IEEE Trans. Inf. Theory 58(7): 4135-4159 (2012) - [c5]Kumar Sricharan, Alfred O. Hero III:
Ensemble weighted kernel estimators for multivariate entropy estimation. NIPS 2012: 575-583 - 2011
- [c4]Kumar Sricharan, Alfred O. Hero III, Bala Rajaratnam:
A local dependence measure and its application to screening for high correlations in large data sets. FUSION 2011: 1-8 - [c3]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
k-nearest neighbor estimation of entropies with confidence. ISIT 2011: 1205-1209 - [c2]Kumar Sricharan, Alfred O. Hero III:
Efficient anomaly detection using bipartite k-NN graphs. NIPS 2011: 478-486 - 2010
- [c1]Kumar Sricharan, Raviv Raich, Alfred O. Hero III:
Optimized intrinsic dimension estimator using nearest neighbor graphs. ICASSP 2010: 5418-5421
Coauthor Index
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