大学 × Machine Learning
慶應義塾大学
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
- Beyond Match Maximization and Fairness: Retention-Optimized Two-Sided Matching
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iclr:2026:825150adf7ecf1969eabf68afab6f9d3 - Off-Policy Evaluation for Ranking Policies under Deterministic Logging Policies
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iclr:2026:c6af791af7ef0f3e02bccef011211ca5 - Log-Normal Multiplicative Dynamics for Stable Low-Precision Deep Learning
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openreview:bqk1qnxcqm - Modeling Covariate Transition for Efficient Estimation of Longitudinal Treatment Effects in Randomized Experiments
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openreview:mlzltzepbr
2025年
- Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems
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iclr:2025:d7af02c8a8e26608199c087f50a21d37 - MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
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iclr:2025:eab69250e98b1f9fc54e473cc7a69439 - AAAR-1.0: Assessing AI’s Potential to Assist Research
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pmlr:v267:lou25c - Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
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pmlr:v267:gao25d - On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization
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pmlr:v267:byambadalai25a - Beyond the Average: Distributional Causal Inference under Imperfect Compliance
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neurips:2025:62fe03e97f70b2d004d684d707d990eb - Towards Predicting Any Human Trajectory In Context
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neurips:2025:46f0114c06524debc60ef2a72769f7a9
2024年
- Safe Collaborative Filtering
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iclr:2024:bbd010aed9a0d7f56144bd5dcaa95b9e - Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction
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pmlr:v235:byambadalai24a - The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning
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pmlr:v235:li24bc
2023年
- Bandit Task Assignment with Unknown Processing Time
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neurips:2023:1c5ee7343f396954377c2c16dda33a96
2022年
- Learning Causal Models from Conditional Moment Restrictions by Importance Weighting
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iclr:2022:02f039058bd48307e6f653a2005c9dd2 - Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms
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neurips:2022:bbc9d480a8257889d2af88983e8b126a
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。