Kar Wai Lim
5 papers · 2014–2020 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Probability
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Architectures
(1)
Methods
(1)
Models
(1)
Keywords
point process
(3)
hawkes process
(2)
markov chain monte carlo
(1)
maximum likelihood
(1)
distribution matching
(1)
gibbs sampling
(1)
stochastic process
(1)
likelihood estimation
(1)
generative model
(1)
variational autoencoder
(1)
stochastic differential equation
(1)
drug design
(1)
molecular generation
(1)
citation network
(1)
intensity estimation
(1)
bibliographic analysis
(1)
poisson mixed-topic link model
(1)
stochastic simulation
(1)
metropolis hasting
(1)
stochastic excitation
(1)
Papers
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
NeurIPS 2020
Z-Transforms and its Inference on Partially Observable Point Processes
IJCAI 2018
Hawkes Processes with Stochastic Excitations
ICML 2016
Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays
ACML 2016
Bibliographic Analysis with the Citation Network Topic Model
ACML 2014