Aleksandar Botev
8 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13)
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Keyword Pioneer
🐣
Hot Topic Early Bird
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Conference Pioneer
Conferences
ICLR (4)
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
neural network
(2)
model evaluation
(1)
image reconstruction
(1)
laplace approximation
(1)
importance sampling
(1)
large-scale classification
(1)
second-order optimization
(1)
latent dynamics
(1)
bayesian online learning
(1)
likelihood approximation
(1)
hamiltonian dynamics
(1)
probabilistic classifier
(1)
gauss-newton optimization
(1)
kronecker factorization
(1)
piecewise linear transfer
(1)
optimization performance
(1)
phase space
(1)
catastrophic forgetting
(1)
online laplace approximation
(1)
Papers
Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation
ICLR 2023
Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers
ICLR 2022
SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision
NIPS 2021
Hamiltonian Generative Networks
ICLR 2020
Online Structured Laplace Approximations for Overcoming Catastrophic Forgetting
NIPS 2018
A Scalable Laplace Approximation for Neural Networks
ICLR 2018
Complementary Sum Sampling for Likelihood Approximation in Large Scale Classification
AISTATS 2017
Practical Gauss-Newton Optimisation for Deep Learning
ICML 2017