Papers

papers/読んだ論文リンク集

• Out of One, Many: Using Language Models to Simulate Human Samples
• Evaluating the Text-to-SQL Capabilities of Large Language Models
• Ouyang, L., et al. (2022). Training language models to follow instructions with human feedback. Retrieved from http://arxiv.org/abs/2203.02155
• Bayesian Methods for Media Mix Modeling with Carryover and Shape Effects
• Playing Atari with Deep Reinforcement Learning
• A Self-Attentive model for Knowledge Tracing
• USING BIG DATA TO ESTIMATE CONSUMER SURPLUS: THE CASE OF UBER
• Supervised Machine Learning Bot Detection Techniques to Identify Social Twitter Bots
• 認知症者䛾発言䛿圧縮すると小さなサイズになる
• Session-based Recommendations with Recurrent Neural Networks
• Latent Factor Models and Aggregation Operators for Collaborative Filtering in Reciprocal Recommender Systems
• Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• Customized Regression Model for Airbnb Dynamic Pricing
• プロ野球来場者の飲食物購買行動に関する考察
• Machine Learning: The High-Interest Credit Card of Technical Debt
• 信用リスクモデルの評価方法に関する考察と比較
• Deep Neural Networks as Gaussian Processes
• 確率分布間の 距離推定 : 機械学習分野における最新動向
• Uncertainty in Deep Learning
• Image-to-Image Translation with Conditional Adversarial Networks
• Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data
• Poincaré Embeddings for Learning Hierarchical Representations
• DON’T DECAY THE LEARNING RATE, INCREASE THE BATCH SIZE
• SWISH:A SELF-GATED ACTIVATIONFUNCTION
• A Dirty Dozen: Twelve Common Metric Interpretation Pitfalls in Online Controlled Experiments, 2
• Distilling the Knowledge in a Neural Network,2
• Sibyl: A system for large scale supervised machine learning,2
• All-but-the-Top: Simple and Effective Postprocessing for Word Representations
• 潜在状態ネットワークに基づくソーシャルゲームユーザの行動抽出
• Practical Lessons from Predicting Clicks on Ads at Facebook
• Skip-Thought Vectors
• Deep Embedding Network for Clustering
• Auto-encoder Based Data Clustering
• Convolutional Clustering for Unsupervised Learning
• ニュースのテキスト情報から株価を予測する
• Deep Photo Style Transfer
• ニコニコ動画におけるスラングの感情極性辞書構築