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Papers
Frequency-Dependent Scheduled Schrödinger Bridge for Underwater Acoustic Signal Denoising
AAAI 2026
Fusing Time-Domain and Constellation Views: A Multimodal MAE for Wireless Signals (Student Abstract)
AAAI 2026
ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement
Interspeech 2024
A Pipeline to Evaluate the Effects of Noise on Machine Learning Detection of Laryngeal Cancer
Interspeech 2023
Flexible Signal Denoising via Flexible Empirical Bayes Shrinkage
JMLR 2021
Lattice partition recovery with dyadic CART
NeurIPS 2021
Three-dimensional spike localization and improved motion correction for Neuropixels recordings
NeurIPS 2021
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models
NeurIPS 2019
Efficient First-Order Algorithms for Adaptive Signal Denoising
ICML 2018
On denoising modulo 1 samples of a function
AISTATS 2018
Adaptive Recovery of Signals by Convex Optimization
COLT 2015
Active Learning and Best-Response Dynamics
NeurIPS 2014
Hierarchical spike coding of sound
NeurIPS 2012
Structured Sparse Principal Component Analysis
AISTATS 2010