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usaito

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Decks

検索レコメンド開発における戦略思考とDMMTVにおける事例紹介

PRO

3

530

方策の長期性能に対する効率的なオフライン評価・学習 (Long-term Off-Policy Evaluation and Learning)

PRO

2

1.5k

反実仮想機械学習とは何か

PRO

21

14k

Off-Policy Evaluation and Learning for Large Action Spaces via Conjunct Effect Modeling (ICML23)

PRO

3

1.8k

Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking (KDD'22)

PRO

2

2.4k

Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking (KDD'22)

PRO

0

800

Off-Policy Evaluation for Large Action Spaces via Embeddings (ICML'22)

PRO

0

850

Off-Policy Evaluation for Large Action Spaces via Embeddings (ICML'22)

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4

2.7k

Off-Policy Evaluationの基礎とOpen Bandit Dataset & Pipelineの紹介

PRO

5

6.1k

Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models（公開用）

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4

3.9k

Unbiased Recommender Learning from Biased Implicit Feedback

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5

2.2k

PRO

4

900

REVEAL Workshopの紹介

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0

470

MLPRP#5 Estimating Position-Bias without Intrusive Interventions

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3

1.1k

CounterFactual Machine Learningの概要

PRO

5

4.8k

因果推論で推薦システムを問い直す @CFML勉強会#1

PRO

6

2.2k

Addressing Trust Bias for Unbiased Learning-to-Rank@MLPRP#3

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1

1.3k

Unbiased Learning-to-Rank with Unbiased Propensity Estimation@MLPRP#1

PRO

2

11k

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