Hiroshi Kajino
6 papers · 2017–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6)
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
πΊ
Lone Wolf
(3)
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Keyword Champion
(2)
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Conference Pioneer
Conferences
ICML (4)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
boltzmann machine
(2)
molecular optimization
(2)
online learning
(2)
forward model
(1)
point process
(1)
time series forecasting
(1)
statistical estimation
(1)
functional time series
(1)
bayesian optimization
(1)
adaptive learning rate
(1)
stochastic variational inference
(1)
generative model
(1)
learning rate
(1)
spiking neural network
(1)
variational autoencoder
(1)
latent space
(1)
time-series forecasting
(1)
molecule generation
(1)
bias reduction
(1)
hidden unit
(1)
Papers
Biases in Evaluation of Molecular Optimization Methods and Bias Reduction Strategies
ICML 2023
A Differentiable Point Process with Its Application to Spiking Neural Networks
ICML 2021
Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting
AAAI 2019
Molecular Hypergraph Grammar with Its Application to Molecular Optimization
ICML 2019
Bidirectional Learning for Time-series Models with Hidden Units
ICML 2017
A Functional Dynamic Boltzmann Machine
IJCAI 2017