Jiri Hron
11 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
🔥
Unstoppable
(7)
💎
Century Club
(11)
🚀
Conference Pioneer
📈
Trend Setter
Conferences
ICLR (4)
ICML (3)
NIPS (3)
AISTATS (1)
Top co-authors
Keywords
variational inference
(3)
reinforcement learning
(3)
bayesian neural network
(2)
neural network gaussian process
(2)
posterior sampling
(2)
attention mechanism
(1)
kl divergence
(1)
sliced wasserstein distance
(1)
markov chain monte carlo
(1)
monte carlo estimation
(1)
stratified sampling
(1)
learning to rank
(1)
continuous relaxation
(1)
mixture of expert
(1)
uncertainty estimation
(1)
positional encoding
(1)
bayesian deep learning
(1)
infinite width
(1)
sliced wasserstein
(1)
precision and recall
(1)
Papers
Modeling content creator incentives on algorithm-curated platforms
ICLR 2023
Wide Bayesian neural networks have a simple weight posterior: theory and accelerated sampling
ICML 2022
On Component Interactions in Two-Stage Recommender Systems
NIPS 2021
Infinite attention: NNGP and NTK for deep attention networks
ICML 2020
Neural Tangents: Fast and Easy Infinite Neural Networks in Python
ICLR 2020
Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes
ICLR 2019
Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
NIPS 2019
Orthogonal Estimation of Wasserstein Distances
AISTATS 2019
Variational Bayesian dropout: pitfalls and fixes
ICML 2018
Gaussian Process Behaviour in Wide Deep Neural Networks
ICLR 2018
Concrete Dropout
NIPS 2017