---
title: "KDD 2019 — all accepted papers, page 4 — the most cited first"
description: "All 374 papers of KDD 2019 · page 4 of 4, the most cited first; those with our summary link to it."
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# KDD 2019: all accepted papers

374 papers · page 4 of 4 · the most cited first · [← KDD 2019](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/)

[← prev](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/3/) [1](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/) [2](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/2/) [3](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/3/) **4**

301. **[Fairness-Aware Machine Learning ↗](https://doi.org/10.1145/3292500.3332280)**Sarah Bird, Ben Hutchinson, Krishnaram Kenthapadi et al.*7 citations*
302. **[HATS ↗](https://doi.org/10.1145/3292500.3330876)**Changping Meng, Jiasen Yang, Bruno Ribeiro et al.*7 citations*
303. **[Nostalgin ↗](https://doi.org/10.1145/3292500.3330743)**Amol Kapoor, Hunter Larco, Raimondas Kiveris*7 citations*
304. **[Optimizing the Wisdom of the Crowd ↗](https://doi.org/10.1145/3292500.3332277)**Yao Zhou, Fenglong Ma, Jing Gao et al.*7 citations*
305. **[Raise to Speak ↗](https://doi.org/10.1145/3292500.3330761)**Shiwen Zhao, Brandt Westing, Shawn Ryan Scully et al.*7 citations*
306. **[Streaming Adaptation of Deep Forecasting Models using Adaptive Recurrent Units ↗](https://doi.org/10.1145/3292500.3330996)**Prathamesh Deshpande, Sunita Sarawagi*7 citations*
307. **[A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industry ↗](https://doi.org/10.1145/3292500.3330708)**Lei Chen, Xialiang Tong, Mingxuan Yuan et al.*6 citations*
308. **[Attribute-Driven Backbone Discovery ↗](https://doi.org/10.1145/3292500.3330934)**Sheng Uei Guan, Hanchao Ma, Yinghui Wu*6 citations*
309. **[Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments ↗](https://doi.org/10.1145/3292500.3332297)**Xiaolin Shi, Pavel Dmitriev, Somit Gupta et al.*6 citations*
310. **[Contrastive Antichains in Hierarchies ↗](https://doi.org/10.1145/3292500.3330954)**Anes Bendimerad, Jefrey Lijffijt, Marc Plantevit et al.*6 citations*
311. **[Friends Don't Let Friends Deploy Black-Box Models ↗](https://doi.org/10.1145/3292500.3340414)**Richard A. Caruana*6 citations*
312. **[Integrating Domain-Knowledge into Deep Learning ↗](https://doi.org/10.1145/3292500.3340416)**Ruslan Salakhutdinov*6 citations*
313. **[Off-policy Learning for Multiple Loggers ↗](https://doi.org/10.1145/3292500.3330864)**He Li, Long Xia, Wei Zeng et al.*6 citations*
314. **[Reserve Price Failure Rate Prediction with Header Bidding in Display Advertising ↗](https://doi.org/10.1145/3292500.3330729)**Achir Kalra, Chong Wang, Cristian Borcea et al.*6 citations*
315. **[Seeker ↗](https://doi.org/10.1145/3292500.3330733)**Ari Biswas, Thai T Pham, Michael Vogelsong et al.*6 citations*
316. **[Tackle Balancing Constraint for Incremental Semi-Supervised Support Vector Learning ↗](https://doi.org/10.1145/3292500.3330962)**Shuyang Yu, Bin Gu, Kun-Peng Ning et al.*6 citations*
317. **[Constructing and Mining Heterogeneous Information Networks from Massive Text ↗](https://doi.org/10.1145/3292500.3332275)**Jingbo Shang, Jiaming Shen, Liyuan Liu et al.*5 citations*
318. **[Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition ↗](https://doi.org/10.1145/3292500.3330678)**Anil R. Yelundur, Vineet S. Chaoji, Bamdev Mishra*5 citations*
319. **[Figuring out the User in a Few Steps ↗](https://doi.org/10.1145/3292500.3330893)**Nikita Klyuchnikov, Davide Mottin, Georgia Koutrika et al.*5 citations*
320. **[PerDREP ↗](https://doi.org/10.1145/3292500.3330928)**Sanjoy Dey, Ping Zhang, Daby Sow et al.*5 citations*
321. **[Statistical Mechanics Methods for Discovering Knowledge from Modern Production Quality Neural Networks ↗](https://doi.org/10.1145/3292500.3332294)**Charles H. Martin, Michael W. Mahoney*5 citations*
322. **[Task-Adversarial Co-Generative Nets ↗](https://doi.org/10.1145/3292500.3330843)**Pei Yang, Qi Tan, Hanghang Tong et al.*5 citations*
323. **[A Free Energy Based Approach for Distance Metric Learning ↗](https://doi.org/10.1145/3292500.3330975)**Sho Inaba, Carl Tony Fakhry, Rahul Kulkarni et al.*4 citations*
324. **[A Multiscale Scan Statistic for Adaptive Submatrix Localization ↗](https://doi.org/10.1145/3292500.3330916)**Yuchao Liu, Ery Arias-castro A*4 citations*
325. **[Carousel Ads Optimization in Yahoo Gemini Native ↗](https://doi.org/10.1145/3292500.3330740)**Michal Aharon, Oren Somekh, Avi Shahar et al.*4 citations*
326. **[Data Integration and Machine Learning ↗](https://doi.org/10.1145/3292500.3332296)**Dong Xin, Theodoros Rekatsinas*4 citations*
327. **[Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models ↗](https://doi.org/10.1145/3292500.3330886)**Michael Doron, Idan Segev, Dafna Shahaf*4 citations*
328. **[Enhancing Domain Word Embedding via Latent Semantic Imputation ↗](https://doi.org/10.1145/3292500.3330926)**Shibo Yao, Dantong Yu, Keli Xiao*4 citations*
329. **[Feedback Shaping ↗](https://doi.org/10.1145/3292500.3330764)**Ye Tu, Chun Lo, Yiping Yuan et al.*4 citations*
330. **[Multi-Relational Classification via Bayesian Ranked Non-Linear Embeddings ↗](https://doi.org/10.1145/3292500.3330863)**Ahmed Nabih Zaki Rashed, Josif Grabocka, Lars Schmidt-Thieme*4 citations*
331. **[Recent Progress in Zeroth Order Optimization and Its Applications to Adversarial Robustness in Data Mining and Machine Learning ↗](https://doi.org/10.1145/3292500.3332288)**Pin‐Yu Chen, Sijia Liu*4 citations*
332. **[Separated Trust Regions Policy Optimization Method ↗](https://doi.org/10.1145/3292500.3330892)**Luobao Zou, Zhiwei Zhuang, Yin Cheng et al.*4 citations*
333. **[TV Advertisement Scheduling by Learning Expert Intentions ↗](https://doi.org/10.1145/3292500.3330768)**Yasuhisa Suzuki, Wemer M. Wee, Itaru Nishioka*4 citations*
334. **[Towards Identifying Impacted Users in Cellular Services ↗](https://doi.org/10.1145/3292500.3330711)**Shobha Venkataraman, Jia Wang*4 citations*
335. **[Context by Proxy ↗](https://doi.org/10.1145/3292500.3330780)**Jan-Philipp Schulze, Artur Mrowca, Elizabeth Ren et al.*3 citations*
336. **[Foundations of Large-Scale Sequential Experimentation ↗](https://doi.org/10.1145/3292500.3332282)**Aaditya Ramdas*3 citations*
337. **[From Code to Data ↗](https://doi.org/10.1145/3292500.3340410)**Neel Sundaresan*3 citations*
338. **[Large-Scale Training Framework for Video Annotation ↗](https://doi.org/10.1145/3292500.3330653)**Seong Jae Hwang, Joonseok Lee, Balakrishnan Varadarajan et al.*3 citations*
339. **[Mining and Model Understanding on Medical Data ↗](https://doi.org/10.1145/3292500.3332274)**Myra Spiliopoulou, Panagiotis Papapetrou*3 citations*
340. **[Modern MDL meets Data Mining Insights, Theory, and Practice ↗](https://doi.org/10.1145/3292500.3332284)**Jilles Vreeken, Kenji Yamanishi*3 citations*
341. **[SMOILE ↗](https://doi.org/10.1145/3292500.3330788)**Abhilash Reddy Chenreddy, Parshan Pakiman, Selvaprabu Nadarajah et al.*3 citations*
342. **[The Unreasonable Effectiveness, and Difficulty, of Data in Healthcare ↗](https://doi.org/10.1145/3292500.3330645)**Peter N. Lee*3 citations*
343. **[Transportation ↗](https://doi.org/10.1145/3292500.3340406)**Jieping Ye*3 citations*
344. **[Tutorial ↗](https://doi.org/10.1145/3292500.3332273)**Cao Xiao, Jimeng Sun*3 citations*
345. **[Uncovering Pattern Formation of Information Flow ↗](https://doi.org/10.1145/3292500.3330971)**Chengxi Zang, Peng Cui, Chaoming Song et al.*3 citations*
346. **[Advances in Cost-sensitive Multiclass and Multilabel Classification ↗](https://doi.org/10.1145/3292500.3332283)**Hsuan-Tien Lin*2 citations*
347. **[Efficient Global String Kernel with Random Features ↗](https://doi.org/10.1145/3292500.3330923)**Lingfei Wu, Ian En-Hsu Yen, Siyu Huo et al.*2 citations*
348. **[Estimating Cellular Goals from High-Dimensional Biological Data ↗](https://doi.org/10.1145/3292500.3330775)**Laurence Yang, Michael A. Saunders, Jean‐Christophe Lachance et al.*2 citations*
349. **[Gold Panning from the Mess ↗](https://doi.org/10.1145/3292500.3332268)**Dawei Zhou, Jingrui He*2 citations*
350. **[Incompleteness in Networks ↗](https://doi.org/10.1145/3292500.3332276)**Tina Eliassi‐Rad, Rajmonda S. Caceres, Timothy LaRock*2 citations*
351. **[Internal Promotion Optimization ↗](https://doi.org/10.1145/3292500.3330715)**Rupesh Gupta, Guangde Chen, Shipeng Yu*2 citations*
352. **[Interpretable Knowledge Discovery Reinforced by Visual Methods ↗](https://doi.org/10.1145/3292500.3332278)**Boris Kovalerchuk*2 citations*
353. **[Nonparametric Mixture of Sparse Regressions on Spatio-Temporal Data — An Application to Climate Prediction ↗](https://doi.org/10.1145/3292500.3330692)**Yumin Liu, Junxiang Chen, Auroop Ratan Ganguly et al.*2 citations*
354. **[Personalized Attraction Enhanced Sponsored Search with Multi-task Learning ↗](https://doi.org/10.1145/3292500.3330659)**Wei Zhong Zhao, Boxuan Zhang, Beidou Wang et al.*2 citations*
355. **[Ranking in Genealogy ↗](https://doi.org/10.1145/3292500.3330772)**Peng Jiang, Yingrui Yang, Gann Bierner et al.*2 citations*
356. **[Structured Noise Detection ↗](https://doi.org/10.1145/3292500.3330661)**Farhan Asif Chowdhury, Satomi Suzuki, Abdullah Mueen*2 citations*
357. **[Tutorial: Are You My Neighbor? ↗](https://doi.org/10.1145/3292500.3332292)**David C. Anastasiu, Huzefa Rangwala, Andrea Tagarelli*2 citations*
358. **[AI for Small Businesses and Consumers ↗](https://doi.org/10.1145/3292500.3340398)**Ashok N. Srivastava*1 citation*
359. **[Addressing Challenges in Data Science ↗](https://doi.org/10.1145/3292500.3340407)**Joseph K. Bradley*1 citation*
360. **[Building a Better Self-Driving Car ↗](https://doi.org/10.1145/3292500.3340409)**Kumar Chellapilla A*1 citation*
361. **[Learning From Networks ↗](https://doi.org/10.1145/3292500.3332293)**Xiao Xia Huang, Peng Cui, Yuxiao Dong et al.*1 citation*
362. **[On Dynamic Network Models and Application to Causal Impact ↗](https://doi.org/10.1145/3292500.3330990)**Yu‐Chia Chen, Avleen S. Bijral, Juan Lavista Ferres*1 citation*
363. **[4 Perspectives in Human-Centered Machine Learning ↗](https://doi.org/10.1145/3292500.3340399)**Carlos Guestrin
364. **[Analytics Journey Map ↗](https://doi.org/10.1145/3292500.3340402)**Ganesh Thondikulam
365. **[Applications of AI/ML in Established and New Industries ↗](https://doi.org/10.1145/3292500.3340403)**Hassan Sawaf
366. **[Data Science Challenges @ LinkedIn ↗](https://doi.org/10.1145/3292500.3340418)**YA NAN XU
367. **[Earth Observations from a New Generation of Geostationary Satellites ↗](https://doi.org/10.1145/3292500.3340413)**Ramakrishna Nemani
368. **[Exploiting High Dimensionality in Big Data ↗](https://doi.org/10.1145/3292500.3340400)**David E. Heckerman
369. **[Preventing Rhino Poaching through Machine Learning ↗](https://doi.org/10.1145/3292500.3340411)**Olga Liakhovich, Gabriel Domínguez Conde
370. **[Product Ecosystem Optimization at LinkedIn ↗](https://doi.org/10.1145/3292500.3340415)**R. Rosales
371. **[Roll of Unified Graph Analysis Platforms ↗](https://doi.org/10.1145/3292500.3340419)**Yinglong Xia
372. **[Seven Years of Data Science at Airbnb ↗](https://doi.org/10.1145/3292500.3340401)**Elena Grewal
373. **[Spinning the AI Pinwheel ↗](https://doi.org/10.1145/3292500.3340405)**Jairam Ranganathan
374. **[Welfare Maximization in Online Two-sided Marketplaces ↗](https://doi.org/10.1145/3292500.3340417)**Sreenivas Gollapudi

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