Duane Boning
11 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (19)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Triple Crown
π
Century Club
(11)
π₯
Unstoppable
(6)
Conferences
NIPS (6)
ICML (3)
ICLR (2)
Top co-authors
Keywords
adversarial robustness
(3)
adversarial perturbation
(2)
temporal modeling
(1)
time series anomaly detection
(1)
knowledge transfer
(1)
formal verification
(1)
time series forecasting
(1)
adversarial defense
(1)
linear programming
(1)
maximum likelihood estimation
(1)
reconstruction error
(1)
tree ensemble
(1)
adversarial attack
(1)
physics-informed neural network
(1)
markov decision process
(1)
ensemble learning
(1)
decision tree
(1)
influence function
(1)
neural network verification
(1)
certified robustness
(1)
Papers
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction
NIPS 2023
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation
NIPS 2022
Adjusting for Autocorrelated Errors in Neural Networks for Time Series
NIPS 2021
On Lp-norm Robustness of Ensemble Decision Stumps and Trees
ICML 2020
Multi-Stage Influence Function
NIPS 2020
Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations
NIPS 2020
Towards Stable and Efficient Training of Verifiably Robust Neural Networks
ICLR 2020
Robustness Verification of Tree-based Models
NIPS 2019
Robust Decision Trees Against Adversarial Examples
ICML 2019
The Limitations of Adversarial Training and the Blind-Spot Attack
ICLR 2019
Towards Fast Computation of Certified Robustness for ReLU Networks
ICML 2018