Peter Orbanz
10 papers · 2009–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (16) π§ Keyword Pioneer π Interdisciplinary Bridge π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(16)
π
Trend Setter
π
Conference Pioneer
π
Century Club
(10)
Conferences
ICML (3)
NIPS (3)
AISTATS (2)
ICLR (2)
Top co-authors
Keywords
gaussian process
(2)
bayesian inference
(2)
relational datum
(2)
nonparametric bayesian
(1)
graph analysis
(1)
markov chain monte carlo
(1)
empirical risk minimization
(1)
hierarchical bayesian
(1)
relational data
(1)
network analysis
(1)
exponential family
(1)
graph inference
(1)
indian buffet process
(1)
mcmc sampling
(1)
stochastic process
(1)
exchangeable arrays
(1)
infinite-dimensional models
(1)
kolmogorov extension
(1)
conjugate posterior
(1)
kolmogorov extension theorem
(1)
Papers
Efficiently Vectorized MCMC on Modern Accelerators
ICML 2025
Designing Mechanical Meta-Materials by Learning Equivariant Flows
ICLR 2025
Diagonal Symmetrization of Neural Network Solvers for the Many-Electron SchrΓΆdinger Equation
ICML 2025
Distinguishing Cause from Effect with Causal Velocity Models
ICML 2025
The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models
NIPS 2023
Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian Compression Approach
ICLR 2019
Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data
AISTATS 2019
Random function priors for exchangeable arrays with applications to graphs and relational data
NIPS 2012
Dependent Indian Buffet Processes
AISTATS 2010
Construction of Nonparametric Bayesian Models from Parametric Bayes Equations
NIPS 2009