Philippe Wenk
6 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
gaussian process
(4)
dynamical system
(2)
gradient matching
(2)
bayesian inference
(1)
parameter estimation
(1)
epistemic uncertainty
(1)
stability analysis
(1)
time series
(1)
hypothesis testing
(1)
parameter inference
(1)
maximum mean discrepancy
(1)
state inference
(1)
generative model
(1)
state space model
(1)
nonlinear dynamical system
(1)
neural ordinary differential equation
(1)
stochastic differential equation
(1)
wasserstein loss
(1)
ordinary differential equation
(1)
neural ode
(1)
Papers
Adaptive Gaussian Process Change Point Detection
ICML 2022
Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems
NIPS 2021
Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models
NIPS 2021
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems
AAAI 2020
Fast Gaussian process based gradient matching for parameter identification in systems of nonlinear ODEs
AISTATS 2019
AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs
ICML 2019