Hiroshi Kajino
6 papers · 2017–2023 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π Conference Polyglot Β· Bronze
πΊ
Lone Wolf
(3)
π
Keyword Champion
(2)
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Conference Pioneer
Top co-authors
Research topics
Keywords
online learning
(2)
boltzmann machine
(2)
molecular optimization
(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)
molecule generation
(1)
bias reduction
(1)
hidden unit
(1)
dynamic boltzmann machine
(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
A Functional Dynamic Boltzmann Machine
IJCAI 2017
Bidirectional Learning for Time-series Models with Hidden Units
ICML 2017