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Korea AI Labs

밴딧·온라인 학습

Bandits & Online Learning · 연구실 16곳 · 논문 74편

다른 주제·대학과 함께 찾기
POSTECH4/15
KU0/23
Yonsei1/37
KAIST4/57
SNU7/84
칸 하나가 연구실 하나예요. 이 주제 논문이 많을수록 밝아요.

관련 연구실

등급은 학회·저널 분류이며 연구실 순위가 아닙니다.

  1. SNU머신러닝

    오민환

    관련 논문 33편비중 55%연구 분야에 명시
    • 2026Bilinear Bandits with Partially Observable Features ICML
    • 2026Bilinear Matching Bandits NeurIPS
    • 2026Block Optimism for Nonstationary Bandits with Latent Linear Dynamics NeurIPS
  2. POSTECH머신러닝

    전광성Interactive Machine Learning Lab

    관련 논문 13편비중 62%연구 분야에 명시
    • 2026Achieving Adaptivity and Optimality for Multi-armed Bandits using Exponential-Kullback Leibler Maillard Sampling TMLR
    • 2026Fixed Budget is No Harder Than Fixed Confidence in Best-Arm Identification up to Logarithmic Factors ICML
    • 2025Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification ICML
  3. SNU머신러닝

    이상학Causality Lab

    관련 논문 4편비중 14%연구 분야에 명시
    • 2026Counterfactual Structural Causal Bandits ICLR
    • 2026On Transportability for Structural Causal Bandits UAI
    • 2025Non-Stationary Structural Causal Bandits NeurIPS
  4. KAIST머신러닝

    윤세영OSI Lab

    관련 논문 7편비중 5%
    • 2026Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Bandits NeurIPS
    • 2024A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits NeurIPS
    • 2024An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints NeurIPS
  5. POSTECH머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련 논문 3편비중 3%
    • 2026Combinatorial Rising Bandits ICLR
    • 2026Online Conformal Abstention Under Adversarial Bandit Feedback NeurIPS
    • 2026Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret Minimization ICLR
  6. POSTECH머신러닝

    박상돈Trustworthy ML Lab

    관련 논문 2편비중 9%
    • 2026Online Conformal Abstention Under Adversarial Bandit Feedback NeurIPS
    • 2026Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret Minimization ICLR
  7. SNU머신러닝

    양인순LDS Lab

    관련 논문 2편비중 7%
    • 2025Approximate Thompson sampling for learning linear quadratic regulators with $O(\sqrt{T})$ regret L4DC
    • 2024Wasserstein distributionally robust regret minimization IEEE Control Systems Letters
  8. POSTECH음성·오디오

    서영주AIoT Lab

    관련 논문 1편비중 3%
    • 2026Fairness of Exposure in Stochastic Multiple-play Multi-armed Bandits ICML
  9. SNU머신러닝

    이정우CML Lab

    관련 논문 1편비중 2%
    • 2026A Regret Minimization Framework on Preference Learning in Large Language Models ICML
  10. KAIST머신러닝

    윤철희OptiML Lab

    관련 논문 1편비중 2%
    • 2026Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Bandits NeurIPS
  11. YonseiAI 시스템

    김상엽EASY Lab

    관련 논문 2편비중 4%
    • 2023COOL-NPU: Complementary Online Learning Neural Processing Unit IEEE Micro
    • 2023COOL-NPU: Complementary Online Learning Neural Processing Unit with CNN-SNN Heterogeneous Core and Event-driven Backpropagation COOL Chips
  12. SNU컴퓨터 비전

    최종현MPR Lab

    관련 논문 1편비중 2%
    • 2025GenOL: Generating Diverse Examples for Name-only Online Learning TMLR
  13. KAIST데이터 마이닝

    황의종Data Intelligence Lab

    관련 논문 1편비중 4%
    • 2024Falcon: Fair Active Learning using Multi-armed Bandits VLDB
  14. SNU로보틱스

    오성회Robot Learning Lab

    관련 논문 1편비중 2%
    • 2024Adversarial Environment Design via Regret-Guided Diffusion Models NeurIPS
  15. SNU인간-AI 상호작용2026 업데이트 중

    이준환HCI+D Lab

    관련 논문 1편비중 4%
    • 2023Design to Improve Social Presence among University Students in Asynchronous Online Learning Environment CHI
  16. KAIST머신러닝

    신진우ALIN Lab

    관련 논문 1편비중 1%
    • 2023Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles AISTATS