주제로 연구실 찾기

1. SNU·머신러닝

   오민환

   관련도관련 논문 33편비중 55%연구 분야에 명시
   • 2026Bilinear Bandits with Partially Observable FeaturesICML
   • 2026Bilinear Matching BanditsNeurIPS
   • 2026Block Optimism for Nonstationary Bandits with Latent Linear DynamicsNeurIPS
2. POSTECH·머신러닝

   전광성Interactive Machine Learning Lab

   관련도관련 논문 13편비중 62%연구 분야에 명시
   • 2026Achieving Adaptivity and Optimality for Multi-armed Bandits using Exponential-Kullback Leibler Maillard SamplingTMLR
   • 2026Fixed Budget is No Harder Than Fixed Confidence in Best-Arm Identification up to Logarithmic FactorsICML
   • 2025Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm IdentificationICML
3. SNU·머신러닝

   이상학Causality Lab

   관련도관련 논문 4편비중 14%연구 분야에 명시
   • 2026Counterfactual Structural Causal BanditsICLR
   • 2026On Transportability for Structural Causal BanditsUAI
   • 2025Non-Stationary Structural Causal BanditsNeurIPS
4. KAIST·머신러닝

   윤세영OSI Lab

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

   김동우, 옥정슬, 박상돈, 박은혁ML Lab

   관련도관련 논문 3편비중 3%
   • 2026Combinatorial Rising BanditsICLR
   • 2026Online Conformal Abstention Under Adversarial Bandit FeedbackNeurIPS
   • 2026Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret MinimizationICLR
6. POSTECH·머신러닝

   박상돈Trustworthy ML Lab

   관련도관련 논문 2편비중 9%
   • 2026Online Conformal Abstention Under Adversarial Bandit FeedbackNeurIPS
   • 2026Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret MinimizationICLR
7. SNU·머신러닝

   양인순LDS Lab

   관련도관련 논문 2편비중 7%
   • 2025Approximate Thompson sampling for learning linear quadratic regulators with $O(\sqrt{T})$ regretL4DC
   • 2024Wasserstein distributionally robust regret minimizationIEEE Control Systems Letters
8. POSTECH·음성·오디오

   서영주AIoT Lab

   관련도관련 논문 1편비중 3%
   • 2026Fairness of Exposure in Stochastic Multiple-play Multi-armed BanditsICML
9. SNU·머신러닝

   이정우CML Lab

   관련도관련 논문 1편비중 2%
   • 2026A Regret Minimization Framework on Preference Learning in Large Language ModelsICML
10. KAIST·머신러닝

    윤철희OptiML Lab

    관련도관련 논문 1편비중 2%
    • 2026Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and BanditsNeurIPS
11. Yonsei·AI 시스템

    김상엽EASY Lab

    관련도관련 논문 2편비중 4%
    • 2023COOL-NPU: Complementary Online Learning Neural Processing UnitIEEE Micro
    • 2023COOL-NPU: Complementary Online Learning Neural Processing Unit with CNN-SNN Heterogeneous Core and Event-driven BackpropagationCOOL Chips
12. SNU·컴퓨터 비전

    최종현MPR Lab

    관련도관련 논문 1편비중 2%
    • 2025GenOL: Generating Diverse Examples for Name-only Online LearningTMLR
13. KAIST·데이터 마이닝

    황의종Data Intelligence Lab

    관련도관련 논문 1편비중 4%
    • 2024Falcon: Fair Active Learning using Multi-armed BanditsVLDB
14. SNU·로보틱스

    오성회Robot Learning Lab

    관련도관련 논문 1편비중 2%
    • 2024Adversarial Environment Design via Regret-Guided Diffusion ModelsNeurIPS
15. SNU·인간-AI 상호작용2026 업데이트 중

    이준환HCI+D Lab

    관련도관련 논문 1편비중 4%
    • 2023Design to Improve Social Presence among University Students in Asynchronous Online Learning EnvironmentCHI
16. KAIST·머신러닝

    신진우ALIN Lab

    관련도관련 논문 1편비중 1%
    • 2023Contextual Linear Bandits under Noisy Features: Towards Bayesian OraclesAISTATS

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.