Daniel Waxman

17 papers A* 1C 1Misc 2Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes.
Trans. Mach. Learn. Res.
Daniel Waxman, Fernando Llorente, Petar M. Djuric
2025 J jnl
Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes.
CoRR
Daniel Waxman, Fernando Llorente, Petar M. Djuric
2025 Misc conf
Decentralized Online Ensembles of Gaussian Processes for Multi-Agent Systems.
ICASSP
Fernando Llorente, Daniel Waxman, Petar M. Djuric
2025 J jnl
Decentralized Online Ensembles of Gaussian Processes for Multi-Agent Systems.
CoRR
Fernando Llorente, Daniel Waxman, Petar M. Djuric
2025 J jnl
Designing an Optimal Sensor Network via Minimizing Information Loss.
CoRR
Daniel Waxman, Fernando Llorente, Katia Lamer, Petar M. Djuric
2025 — conf
Non-Stationary Causal Learning via Hierarchical Modeling.
IEEECONF
Daniel Waxman, Petar M. Djuric
2025 J jnl
Robust, Online, and Adaptive Decentralized Gaussian Processes.
CoRR
Fernando Llorente, Daniel Waxman, Sanket R. Jantre, Nathan M. Urban, Susan E. Minkoff
2024 C conf
A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers.
FUSION
Daniel Waxman, Petar M. Djuric
2024 J jnl
A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers.
CoRR
Daniel Waxman, Petar M. Djuric
2024 J jnl
Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery.
CoRR
Daniel Waxman, Kurt Butler, Petar M. Djuric
2024 J jnl
Dynamic Online Ensembles of Basis Expansions.
CoRR
Daniel Waxman, Petar M. Djuric
2024 J jnl
Dynamic Online Ensembles of Basis Expansions.
Trans. Mach. Learn. Res.
Daniel Waxman, Petar M. Djuric
2024 J jnl
Fusion of Gaussian Processes Predictions with Monte Carlo Sampling.
CoRR
Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric
2024 A* conf
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems.
NeurIPS
Kurt Butler, Daniel Waxman, Petar M. Djuric
2024 J jnl
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems.
CoRR
Kurt Butler, Daniel Waxman, Petar M. Djuric
2023 — conf
Detecting Confounders in Multivariate Time Series using Strength of Causation.
EUSIPCO
Yuhao Liu, Chen Cui, Daniel Waxman, Kurt Butler, Petar M. Djuric
2023 Misc conf
FUSION OF GAUSSIAN PROCESSES PREDICTIONS WITH MONTE CARLO SAMPLING.
ACSSC
Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric