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KDD 2019: all accepted papers

374 papers · page 4 of 4 · the most cited first · ← KDD 2019

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  1. Fairness-Aware Machine Learning ↗Sarah Bird, Ben Hutchinson, Krishnaram Kenthapadi et al.7 citations
  2. HATS ↗Changping Meng, Jiasen Yang, Bruno Ribeiro et al.7 citations
  3. Nostalgin ↗Amol Kapoor, Hunter Larco, Raimondas Kiveris7 citations
  4. Optimizing the Wisdom of the Crowd ↗Yao Zhou, Fenglong Ma, Jing Gao et al.7 citations
  5. Raise to Speak ↗Shiwen Zhao, Brandt Westing, Shawn Ryan Scully et al.7 citations
  6. Streaming Adaptation of Deep Forecasting Models using Adaptive Recurrent Units ↗Prathamesh Deshpande, Sunita Sarawagi7 citations
  7. A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industry ↗Lei Chen, Xialiang Tong, Mingxuan Yuan et al.6 citations
  8. Attribute-Driven Backbone Discovery ↗Sheng Uei Guan, Hanchao Ma, Yinghui Wu6 citations
  9. Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments ↗Xiaolin Shi, Pavel Dmitriev, Somit Gupta et al.6 citations
  10. Contrastive Antichains in Hierarchies ↗Anes Bendimerad, Jefrey Lijffijt, Marc Plantevit et al.6 citations
  11. Friends Don't Let Friends Deploy Black-Box Models ↗Richard A. Caruana6 citations
  12. Integrating Domain-Knowledge into Deep Learning ↗Ruslan Salakhutdinov6 citations
  13. Off-policy Learning for Multiple Loggers ↗He Li, Long Xia, Wei Zeng et al.6 citations
  14. Reserve Price Failure Rate Prediction with Header Bidding in Display Advertising ↗Achir Kalra, Chong Wang, Cristian Borcea et al.6 citations
  15. Seeker ↗Ari Biswas, Thai T Pham, Michael Vogelsong et al.6 citations
  16. Tackle Balancing Constraint for Incremental Semi-Supervised Support Vector Learning ↗Shuyang Yu, Bin Gu, Kun-Peng Ning et al.6 citations
  17. Constructing and Mining Heterogeneous Information Networks from Massive Text ↗Jingbo Shang, Jiaming Shen, Liyuan Liu et al.5 citations
  18. Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition ↗Anil R. Yelundur, Vineet S. Chaoji, Bamdev Mishra5 citations
  19. Figuring out the User in a Few Steps ↗Nikita Klyuchnikov, Davide Mottin, Georgia Koutrika et al.5 citations
  20. PerDREP ↗Sanjoy Dey, Ping Zhang, Daby Sow et al.5 citations
  21. Statistical Mechanics Methods for Discovering Knowledge from Modern Production Quality Neural Networks ↗Charles H. Martin, Michael W. Mahoney5 citations
  22. Task-Adversarial Co-Generative Nets ↗Pei Yang, Qi Tan, Hanghang Tong et al.5 citations
  23. A Free Energy Based Approach for Distance Metric Learning ↗Sho Inaba, Carl Tony Fakhry, Rahul Kulkarni et al.4 citations
  24. A Multiscale Scan Statistic for Adaptive Submatrix Localization ↗Yuchao Liu, Ery Arias-castro A4 citations
  25. Carousel Ads Optimization in Yahoo Gemini Native ↗Michal Aharon, Oren Somekh, Avi Shahar et al.4 citations
  26. Data Integration and Machine Learning ↗Dong Xin, Theodoros Rekatsinas4 citations
  27. Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models ↗Michael Doron, Idan Segev, Dafna Shahaf4 citations
  28. Enhancing Domain Word Embedding via Latent Semantic Imputation ↗Shibo Yao, Dantong Yu, Keli Xiao4 citations
  29. Feedback Shaping ↗Ye Tu, Chun Lo, Yiping Yuan et al.4 citations
  30. Multi-Relational Classification via Bayesian Ranked Non-Linear Embeddings ↗Ahmed Nabih Zaki Rashed, Josif Grabocka, Lars Schmidt-Thieme4 citations
  31. Recent Progress in Zeroth Order Optimization and Its Applications to Adversarial Robustness in Data Mining and Machine Learning ↗Pin‐Yu Chen, Sijia Liu4 citations
  32. Separated Trust Regions Policy Optimization Method ↗Luobao Zou, Zhiwei Zhuang, Yin Cheng et al.4 citations
  33. TV Advertisement Scheduling by Learning Expert Intentions ↗Yasuhisa Suzuki, Wemer M. Wee, Itaru Nishioka4 citations
  34. Towards Identifying Impacted Users in Cellular Services ↗Shobha Venkataraman, Jia Wang4 citations
  35. Context by Proxy ↗Jan-Philipp Schulze, Artur Mrowca, Elizabeth Ren et al.3 citations
  36. Foundations of Large-Scale Sequential Experimentation ↗Aaditya Ramdas3 citations
  37. From Code to Data ↗Neel Sundaresan3 citations
  38. Large-Scale Training Framework for Video Annotation ↗Seong Jae Hwang, Joonseok Lee, Balakrishnan Varadarajan et al.3 citations
  39. Mining and Model Understanding on Medical Data ↗Myra Spiliopoulou, Panagiotis Papapetrou3 citations
  40. Modern MDL meets Data Mining Insights, Theory, and Practice ↗Jilles Vreeken, Kenji Yamanishi3 citations
  41. SMOILE ↗Abhilash Reddy Chenreddy, Parshan Pakiman, Selvaprabu Nadarajah et al.3 citations
  42. The Unreasonable Effectiveness, and Difficulty, of Data in Healthcare ↗Peter N. Lee3 citations
  43. Transportation ↗Jieping Ye3 citations
  44. Tutorial ↗Cao Xiao, Jimeng Sun3 citations
  45. Uncovering Pattern Formation of Information Flow ↗Chengxi Zang, Peng Cui, Chaoming Song et al.3 citations
  46. Advances in Cost-sensitive Multiclass and Multilabel Classification ↗Hsuan-Tien Lin2 citations
  47. Efficient Global String Kernel with Random Features ↗Lingfei Wu, Ian En-Hsu Yen, Siyu Huo et al.2 citations
  48. Estimating Cellular Goals from High-Dimensional Biological Data ↗Laurence Yang, Michael A. Saunders, Jean‐Christophe Lachance et al.2 citations
  49. Gold Panning from the Mess ↗Dawei Zhou, Jingrui He2 citations
  50. Incompleteness in Networks ↗Tina Eliassi‐Rad, Rajmonda S. Caceres, Timothy LaRock2 citations
  51. Internal Promotion Optimization ↗Rupesh Gupta, Guangde Chen, Shipeng Yu2 citations
  52. Interpretable Knowledge Discovery Reinforced by Visual Methods ↗Boris Kovalerchuk2 citations
  53. Nonparametric Mixture of Sparse Regressions on Spatio-Temporal Data — An Application to Climate Prediction ↗Yumin Liu, Junxiang Chen, Auroop Ratan Ganguly et al.2 citations
  54. Personalized Attraction Enhanced Sponsored Search with Multi-task Learning ↗Wei Zhong Zhao, Boxuan Zhang, Beidou Wang et al.2 citations
  55. Ranking in Genealogy ↗Peng Jiang, Yingrui Yang, Gann Bierner et al.2 citations
  56. Structured Noise Detection ↗Farhan Asif Chowdhury, Satomi Suzuki, Abdullah Mueen2 citations
  57. Tutorial: Are You My Neighbor? ↗David C. Anastasiu, Huzefa Rangwala, Andrea Tagarelli2 citations
  58. AI for Small Businesses and Consumers ↗Ashok N. Srivastava1 citation
  59. Addressing Challenges in Data Science ↗Joseph K. Bradley1 citation
  60. Building a Better Self-Driving Car ↗Kumar Chellapilla A1 citation
  61. Learning From Networks ↗Xiao Xia Huang, Peng Cui, Yuxiao Dong et al.1 citation
  62. On Dynamic Network Models and Application to Causal Impact ↗Yu‐Chia Chen, Avleen S. Bijral, Juan Lavista Ferres1 citation
  63. 4 Perspectives in Human-Centered Machine Learning ↗Carlos Guestrin
  64. Analytics Journey Map ↗Ganesh Thondikulam
  65. Applications of AI/ML in Established and New Industries ↗Hassan Sawaf
  66. Data Science Challenges @ LinkedIn ↗YA NAN XU
  67. Earth Observations from a New Generation of Geostationary Satellites ↗Ramakrishna Nemani
  68. Exploiting High Dimensionality in Big Data ↗David E. Heckerman
  69. Preventing Rhino Poaching through Machine Learning ↗Olga Liakhovich, Gabriel Domínguez Conde
  70. Product Ecosystem Optimization at LinkedIn ↗R. Rosales
  71. Roll of Unified Graph Analysis Platforms ↗Yinglong Xia
  72. Seven Years of Data Science at Airbnb ↗Elena Grewal
  73. Spinning the AI Pinwheel ↗Jairam Ranganathan
  74. Welfare Maximization in Online Two-sided Marketplaces ↗Sreenivas Gollapudi

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