Alfred O. Hero III

ORCID

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 217

Top Venues

CoRR

ICASSP

IEEE Trans. Signal Process.

ISIT

Publications

Chongyu Fan, Jiancheng Liu, Alfred O. Hero III, Sijia Liu
Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning. CoRR (2024)
Lin Zhou, Qianyun Wang, Jingjing Wang, Lin Bai, Alfred O. Hero III
Large and Small Deviations for Statistical Sequence Matching. CoRR (2024)
Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III
Iterative Sketching for Secure Coded Regression. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Ren Wang, Zhe Xu, Alfred O. Hero III
Multi-Trigger-Key: Toward Multi-Task Privacy Preserving in Deep Learning. IEEE Access 12 (2024)
Neophytos Charalambides, Alfred O. Hero III
Graph Sparsification by Approximate matrix Multiplication. SSP (2023)
Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III
Robustness-Preserving Lifelong Learning Via Dataset Condensation. ICASSP (2023)
Zeyu Sun, Dogyoon Song, Alfred O. Hero III
Minimum-Risk Recalibration of Classifiers. CoRR (2023)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Gradient Coding through Iterative Block Leverage Score Sampling. CoRR (2023)
Neophytos Charalambides, Alfred O. Hero III
Graph Sparsification by Approximate Matrix Multiplication. CoRR (2023)
Mehmet Aktukmak, Haonan Zhu, Marc G. Chevrette, Julia Nepper, Shruthi Magesh, Jo Handelsman, Alfred O. Hero III
A Graphical Model for Fusing Diverse Microbiome Data. IEEE Trans. Signal Process. 71 (2023)
Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III
Robustness-preserving Lifelong Learning via Dataset Condensation. CoRR (2023)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Federated Coded Matrix Inversion. CoRR (2023)
Zeyu Sun, Dogyoon Song, Alfred O. Hero III
Minimum-Risk Recalibration of Classifiers. NeurIPS (2023)
Yun Wei, Bala Rajaratnam, Alfred O. Hero III
A Unified Framework for Correlation Mining in Ultra-High Dimension. IEEE Trans. Inf. Theory 69 (1) (2023)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Securely Aggregated Coded Matrix Inversion. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Lin Zhou, Alfred O. Hero III
Resolution Limits of Non-Adaptive 20 Questions Search for a Moving Target. IEEE Trans. Inf. Theory 69 (9) (2023)
Michael Rudow, Neophytos Charalambides, Alfred O. Hero III, K. V. Rashmi
Compression-Informed Coded Computing. ISIT (2023)
Hongyi Yang, Rich Gonzalez, Brahmajee K. Nallamothu, Keith D. Aaronson, Kevin R. Ward, Alfred O. Hero III, Sardar Ansari
A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss. BIBM (2023)
Robert P. Malinas, Dogyoon Song, Alfred O. Hero III
Community Detection in High-Dimensional Graph Ensembles. ACSSC (2023)
Mehmet Aktukmak, Yasin Yilmaz, Alfred O. Hero III
Any-Shot Learning From Multimodal Observations (ALMO). IEEE Access 11 (2023)
Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III
Iterative Sketching for Secure Coded Regression. CoRR (2023)
Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III
RAILS: A Robust Adversarial Immune-Inspired Learning System. IEEE Access 10 (2022)
Lin Zhou, Yun Wei, Alfred O. Hero III
Asymptotics for Outlier Hypothesis Testing. ISIT (2022)
Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III
Orthonormal Sketches for Secure Coded Regression. ISIT (2022)
Lin Zhou, Yun Wei, Alfred O. Hero III
Asymptotics for Outlier Hypothesis Testing. CoRR (2022)
Byoungwook Jang, Julia Nepper, Marc Chevrette, Jo Handelsman, Alfred O. Hero III
High Dimensional Stochastic Linear Contextual Bandit with Missing Covariates. MLSP (2022)
Byoungwook Jang, Julia Nepper, Marc Chevrette, Jo Handelsman, Alfred O. Hero III
High dimensional stochastic linear contextual bandit with missing covariates. CoRR (2022)
Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III
Orthonormal Sketches for Secure Coded Regression}. CoRR (2022)
Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III
Uncertain Bayesian Networks: Learning from Incomplete Data. CoRR (2022)
Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. IEEE Access 10 (2022)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Secure Linear MDS Coded Matrix Inversion. Allerton (2022)
Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. FUSION (2022)
Lin Zhou, Yun Wei, Alfred O. Hero III
Second-Order Asymptotically Optimal Outlier Hypothesis Testing. IEEE Trans. Inf. Theory 68 (6) (2022)
Benjamin D. Robinson, Robert P. Malinas, Van Latimer, Beth Bjorkman Morrison, Alfred O. Hero III
An Improvement on the Hotelling $T^{2}$ Test Using the Ledoit-Wolf Nonlinear Shrinkage Estimator. EUSIPCO (2022)
Yu Wang, Zeyu Sun, Alfred O. Hero III
TensorGraphicalModels: A Julia toolbox for multiway covariance models and ensemble Kalman filter. Softw. Impacts 13 (2022)
Lin Zhou, Alfred O. Hero III
Resolution Limits of Non-Adaptive 20 Questions Search for a Moving Target. CoRR (2022)
Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III
A Pattern Dictionary Method for Anomaly Detection. Entropy 24 (8) (2022)
Abram Magner, Mayank Baranwal, Alfred O. Hero III
Fundamental Limits of Deep Graph Convolutional Networks for Graph Classification. IEEE Trans. Inf. Theory 68 (5) (2022)
Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. CoRR (2022)
Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine S. Turali-Emre, Paolo Elvati, Shivani Kozarekar, J. Scott Vanepps, Nicholas A. Kotov, Angela Violi, Alfred O. Hero III
Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions. BMC Bioinform. 23 (1) (2022)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Secure Linear MDS Coded Matrix Inversion. CoRR (2022)
Lin Zhou, Alfred O. Hero III, Yun Wei
Second-Order Asymptotically Optimal Outlying Sequence Detection with Reject Option. ITW (2021)
Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III
Uncertain Bayesian Networks: Learning from Incomplete Data. MLSP (2021)
Xichen She, Yaya Zhai, Ricardo Henao, Christopher W. Woods, Christopher Chiu, Geoffrey S. Ginsburg, Peter X. K. Song, Alfred O. Hero III
Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes. IEEE Trans. Biomed. Eng. 68 (8) (2021)
Benjamin D. Robinson, Robert P. Malinas, Alfred O. Hero III
Space-Time Adaptive Detection at Low Sample Support. IEEE Trans. Signal Process. 69 (2021)
Mayank Baranwal, Kunal Garg, Dimitra Panagou, Alfred O. Hero III
Robust Distributed Fixed-Time Economic Dispatch Under Time-Varying Topology. IEEE Control. Syst. Lett. 5 (4) (2021)
Yasin Yilmaz, Mehmet Aktukmak, Alfred O. Hero III
Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets Via Generative Models. IEEE Trans. Signal Process. 69 (2021)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Data Discovery Using Lossless Compression-Based Sparse Representation. ICASSP (2021)
Yu Wang, Alfred O. Hero III
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model. CoRR (2021)
Morteza Noshad, Jerome Choi, Yuming Sun, Alfred O. Hero III, Ivo D. Dinov
A data value metric for quantifying information content and utility. J. Big Data 8 (1) (2021)
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) (2021)
Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. CoRR (2021)
Lin Zhou, Alfred O. Hero III
Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem. CoRR (2021)
Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III
Numerically Stable Binary Coded Computations. CoRR (2021)
Davoud Ataee Tarzanagh, Laura Balzano, Alfred O. Hero III
Fair Structure Learning in Heterogeneous Graphical Models. CoRR (2021)
Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III
RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR (2021)
Lin Zhou, Alfred O. Hero III
Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem. ISIT (2021)
Lin Zhou, Alfred O. Hero III
Resolution Limits for the Noisy Non-Adaptive 20 Questions Problem. IEEE Trans. Inf. Theory 67 (4) (2021)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Approximate Weighted C R Coded Matrix Multiplication. ICASSP (2021)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Data Discovery Using Lossless Compression-Based Sparse Representation. CoRR (2021)
Yasin Yilmaz, Mehmet Aktukmak, Alfred O. Hero III
Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets via Generative Models. CoRR (2021)
Lin Zhou, Alfred O. Hero III
Resolution Limits of Non-Adaptive 20 Questions Search for Multiple Targets. CoRR (2021)
Yu Wang, Byoungwook Jang, Alfred O. Hero III
The Sylvester Graphical Lasso (SyGlasso). AISTATS (2020)
Lin Zhou, Alfred O. Hero III
Resolution Limits of Non-Adaptive Querying for Noisy 20 Questions Estimation. ISIT (2020)
Abram Magner, Mayank Baranwal, Alfred O. Hero III
The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version. CoRR (2020)
Lin Zhou, Alfred O. Hero III
Resolution Limits of Non-Adaptive Querying for Noisy 20 Questions Estimation. CoRR (2020)
Yu Wang, Byoungwook Jang, Alfred O. Hero III
The Sylvester Graphical Lasso (SyGlasso). CoRR (2020)
Joel W. LeBlanc, Brian J. Thelen, Alfred O. Hero III
Testing that a Local Optimum of the Likelihood is Globally Optimum Using Reparameterized Embeddings. J. Math. Imaging Vis. 62 (6-7) (2020)
Ren Wang, Tianqi Chen, Stephen Lindsly, Alnawaz Rehemtulla, Alfred O. Hero III, Indika Rajapakse
RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR (2020)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Pattern-Based Analysis of Time Series: Estimation. ISIT (2020)
Ekdeep Singh Lubana, Puja Trivedi, Conrad D. Hougen, Robert P. Dick, Alfred O. Hero III
OrthoReg: Robust Network Pruning Using Orthonormality Regularization. CoRR (2020)
Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred O. Hero III
A deep learning architecture for metabolic pathway prediction. Bioinform. 36 (8) (2020)
Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero III
Learning to Bound the Multi-Class Bayes Error. IEEE Trans. Signal Process. 68 (2020)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Weighted Gradient Coding with Leverage Score Sampling. ICASSP (2020)
Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning. CoRR (2020)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Weighted Gradient Coding with Leverage Score Sampling. CoRR (2020)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Straggler Robust Distributed Matrix Inverse Approximation. CoRR (2020)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Pattern-Based Analysis of Time Series: Estimation. CoRR (2020)
Lin Zhou, Yun Wei, Alfred O. Hero III
Second-Order Asymptotically Optimal Universal Outlying Sequence Detection with Reject Option. CoRR (2020)
Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III
Approximate Weighted CR Coded Matrix Multiplication. CoRR (2020)
Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III
Numerically Stable Binary Gradient Coding. ISIT (2020)
Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III
Numerically Stable Binary Gradient Coding. CoRR (2020)
Abram Magner, Mayank Baranwal, Alfred O. Hero III
The Power of Graph Convolutional Networks to Distinguish Random Graph Models. ISIT (2020)
Raymond H. Chan, Albert Cohen, Jalal Fadili, Alfred O. Hero III, Gabriele Steidl
Guest Editorial: Special Issue in Memory of Mila Nikolova. J. Math. Imaging Vis. 62 (6-7) (2020)
Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications. IEEE Signal Process. Mag. 37 (5) (2020)
Lin Zhou, Alfred O. Hero III
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. CoRR (2019)
Byoungwook Jang, Alfred O. Hero III
Minimum Volume Topic Modeling. CoRR (2019)
Mayank Baranwal, Kunal Garg, Alfred O. Hero III, Dimitra Panagou
Distributed Optimization in Fixed-Time. CoRR (2019)
Lin Zhou, Alfred O. Hero III
Resolution Limits of Noisy 20 Questions Estimation. CoRR (2019)
Lin Zhou, Alfred O. Hero III
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. ISIT (2019)
Salimeh Yasaei Sekeh, Alfred O. Hero III
Geometric Estimation of Multivariate Dependency. CoRR (2019)
Salimeh Yasaei Sekeh, Morteza Noshad, Kevin R. Moon, Alfred O. Hero III
Convergence Rates for Empirical Estimation of Binary Classification Bounds. Entropy 21 (12) (2019)
Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar
Semi-supervised Learning in Network-Structured Data via Total Variation Minimization. CoRR (2019)
Lin Zhou, Alfred O. Hero III
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. Entropy 21 (4) (2019)
Salimeh Yasaei Sekeh, Alfred O. Hero III
Geometric Estimation of Multivariate Dependency. Entropy 21 (8) (2019)
Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar
Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization. IEEE Trans. Signal Process. 67 (24) (2019)
Pin-Yu Chen, Sutanay Choudhury, Luke Rodriguez, Alfred O. Hero III, Indrajit Ray
Enterprise Cyber Resiliency Against Lateral Movement: A Graph Theoretic Approach. CoRR (2019)
Inyong Yun, Cheolkon Jung, Xinran Wang, Alfred O. Hero III, Joongkyu Kim
Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment. IEEE Access 7 (2019)
Morteza Noshad, Yu Zeng, Alfred O. Hero III
Scalable Mutual Information Estimation Using Dependence Graphs. ICASSP (2019)
Mayank Baranwal, Kunal Garg, Dimitra Panagou, Alfred O. Hero III
Distributed Fixed-Time Economic Dispatch under Time-Varying Topology and Uncertain Information. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alfred O. Hero III