Publications
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Post-hoc loss-calibration for Bayesian Neural Networks
Meet P. Vadera, Soumya Ghosh, Kenney Ng, Benjamin M. Marlin
Conference on Uncertainty in Artificial Intelligence (UAI), 2021
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Generalized Bayesian Posterior Expectation Distillation for Deep Neural Networks
Meet P. Vadera, Brian Jalaian, Benjamin M. Marlin
Conference on Uncertainty in Artificial Intelligence (UAI), 2020
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URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks
Meet P. Vadera, Adam D. Cobb, Brian Jalaian, Benjamin M. Marlin
ICML Workshop on Uncertainty and Robustness in Deep Learning, 2020
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Assessing the Adversarial Robustness of Monte Carlo and Distillation Methods for Deep Bayesian Neural Network Classification
Meet P. Vadera*, Satya Narayan Shukla*, Brian Jalaian, Benjamin M. Marlin
AAAI Workshop on Artificial Intelligence Safety (SafeAI), 2020
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Investigating Fusion-Based Deep Learning Architectures for Smoking Puff Detection
Meet P. Vadera, Benjamin M. Marlin
IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), 2019 [Poster paper]
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Towards Joint Segmentation and Active Learning for Block-Structured Data Streams
Conrad Holtsclaw, Meet P. Vadera, Benjamin M. Marlin
KDD Workshop on Data Collection, Curation, and Labeling (DCCL) for Mining and Learning, 2019 [Best paper award]
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Assessing the Robustness of Bayesian Dark Knowledge to Posterior Uncertainty
Meet P. Vadera, Benjamin M. Marlin
ICML Workshop on Uncertainty and Robustness in Deep Learning, 2019
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Multiclass Diagnosis of Neurodegenerative Diseases: A Neuroimaging Machine-Learning-Based Approach
Gurpreet Singh, Meet P. Vadera, Lakshminarayanan Samavedham, Erle Chuen-Hian Lim
ACS Journal of Industrial & Engineering Chemistry Research, 2019
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Machine Learning-Based Framework for Multi-Class Diagnosis of Neurodegenerative Diseases: A study on Parkinson’s Disease
Gurpreet Singh, Meet P. Vadera, Erle Chuen-Hian Lim, Lakshminarayanan Samavedham
IFAC Symposium on Dynamics and Control of Process Systems including Biosystems DYCOPS-CAB, 2016
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*Equal contribution.
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