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Hideaki Kim

11 papers · 2017–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+4 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (27)
πŸ† Keyword Champion (2) πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze πŸ—ƒοΈ Keyword Collector (57)

Venues

NeurIPS (5) AAAI (3) IJCAI (2) ICML (1)

Top co-authors

Yasunori Akagi (5) Yuya Hikima (3) Takeshi Kurashima (3) Naoki Marumo (3) Hiroyuki Toda (3) Tomoharu Iwata (2) Taichi Asami (2) Yasuhiro Fujiwara (1) Koh Takeuchi (1) Akinori Fujino (1)

Research topics

Machine Learning (8) Artificial Intelligence (7) Optimization & Theory (7) Mathematics & Optimization (6) Optimization (6) Bayesian & Probabilistic Β· Artificial Intelligence (5) Bayesian & Probabilistic Β· Machine Learning (4) Core Methods (3) Core AI (2) Mathematics (2) Application Areas (1)

Keywords

gaussian process (3) approximation algorithm (3) point process (2) bipartite matching (2) combinatorial optimization (2) bayesian inference (2) permanental process (2) convex optimization (2) density estimation (1) representer theorem (1) probabilistic modeling (1) variational bayesian (1) map inference (1) bayesian estimation (1) survival analysis (1) sparse estimation (1) singular value decomposition (1) discrete optimization (1) reproducing kernel hilbert space (1) universal approximation (1)

Papers

A Continuous-time Tractable Model for Present-biased Agents AAAI 2025 K$^2$IE: Kernel Method-based Kernel Intensity Estimators for Inhomogeneous Poisson Processes ICML 2025 Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions NeurIPS 2024 An Improved Approximation Algorithm for Wage Determination and Online Task Allocation in Crowd-Sourcing AAAI 2023 Survival Permanental Processes for Survival Analysis with Time-Varying Covariates NeurIPS 2023 Fast Bayesian Estimation of Point Process Intensity as Function of Covariates NeurIPS 2022 Online Matching with Controllable Rewards and Arrival Probabilities IJCAI 2022 Fast Bayesian Inference for Gaussian Cox Processes via Path Integral Formulation NeurIPS 2021 Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow Optimization AAAI 2021 Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm NeurIPS 2021 SVD-Based Screening for the Graphical Lasso IJCAI 2017