大学 × Machine Learning
名古屋大学
Machine Learning / 2022–2026 LIVE
掲載論文 17 本
論文一覧
17 本
このEditionのランキングに掲載している論文です。同じ大学の複数著者による共著は1本にまとめています。
ランキングの対象論文 17 本と一致しています。
2026年
- ELLMob: Event-Driven Human Mobility Generation with Self-Aligned LLM Framework
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iclr:2026:829300b183943850930c3ce36fe04268 - Probabilistic Kernel Function for Fast Angle Testing
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iclr:2026:d7df683136b06837c9822592c05a9c7c - Toward Principled Flexible Scaling for Self-Gated Neural Activation
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iclr:2026:f30e35a09ac622dec1c121a13dd809d4 - Approximate Nearest Neighbor Search for Modern AI: A Projection-Augmented Graph Approach
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openreview:zg6ywoiecu - Modeling Long-Tail Relations in the Operating Room via In-Context Multimodal Learning
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openreview:gkr8ws8oxs - On Regret Bounds of Thompson Sampling for Bayesian Optimization
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openreview:yzob5onbco - QEDBench: Quantifying the Alignment Gap in Automated Evaluation of University-Level Mathematical Proofs
掲載ID:
openreview:aol0rpdftq
2025年
- Distributionally Robust Active Learning for Gaussian Process Regression
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pmlr:v267:takeno25a - Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance
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pmlr:v267:iwazaki25a - Statistical Test for Feature Selection Pipelines by Selective Inference
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pmlr:v267:shiraishi25a - Quantifying Statistical Significance of Deep Nearest Neighbor Anomaly Detection via Selective Inference
掲載ID:
neurips:2025:fcbaeb7ed988079c1db2f18597006b96
2024年
- Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
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pmlr:v235:takeno24a - Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search
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pmlr:v235:lu24l - Statistical Test for Attention Maps in Vision Transformers
掲載ID:
pmlr:v235:shiraishi24a
2023年
- Valid P-Value for Deep Learning-driven Salient Region
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openreview:qihmopw4sf_ - Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games
掲載ID:
neurips:2023:637df18481a6aa74238bd2cafff94cb9
2022年
- Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference
掲載ID:
neurips:2022:cd706106802dbea2068efd7031c3b420
掲載対象外の論文や未反映の論文は、この一覧には含まれません。