Chris C Holmes
9 papers · 2018–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (28) π§ Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
NIPS (9)
Top co-authors
Keywords
bayesian inference
(2)
u-net architecture
(2)
image segmentation
(1)
bayesian nonparametrics
(1)
statistical inference
(1)
conformal prediction
(1)
wavelet transform
(1)
diffusion process
(1)
feature attribution
(1)
posterior sampling
(1)
model interpretability
(1)
adversarial robustness
(1)
posterior distribution
(1)
importance sampling
(1)
differential privacy
(1)
hierarchical model
(1)
monte carlo sampling
(1)
wavelet basis
(1)
dataset shift
(1)
unsupervised learning
(1)
Papers
A Unified Framework for U-Net Design and Analysis
NIPS 2023
Differentially Private Statistical Inference through $\beta$-Divergence One Posterior Sampling
NIPS 2023
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
NIPS 2022
On Locality of Local Explanation Models
NIPS 2021
Conformal Bayesian Computation
NIPS 2021
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
NIPS 2021
Multi-Facet Clustering Variational Autoencoders
NIPS 2021
Explicit Regularisation in Gaussian Noise Injections
NIPS 2020
Nonparametric learning from Bayesian models with randomized objective functions
NIPS 2018