Nikos Katzouris, Alexander Artikis

Keywords Abstract Paper

KR related tools and systems-General, Case studies for KR systems-General, Applications that combine KR with machine learning-General

Philipp Zehnder, Patrick Wiener, Tim Straub, Dominik Riemer

Keywords Abstract Paper

Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush and

Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela

Keywords Abstract Paper

robustness, language

Qingquan Song, Dehua Cheng, Hanning Zhou and

Jiyan Yang, Yuandong Tian, Xia Hu

Keywords Abstract Paper

neural architecture search, evolutionary algorithm, CTR prediction

Dominic Jack, Frederic Maire, Simon Denman, Anders Eriksson

Keywords Abstract Paper

Mert Toslali, Srinivasan Parthasarathy, Fabio Oliveira, Ayse K. Coskun

Keywords Abstract Paper

Lingkun Kong, Konstantinos Mamouras

Keywords Abstract Paper

data stream processing, denotational semantics

Chieh-Jan Mike Liang, Hui Xue, Mao Yang and

Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai

Keywords Abstract Paper

Tamás Szabó, Sebastian Erdweg, Gábor Bergmann

Keywords Abstract Paper

Static Analysis, Incremental Computing, Datalog

Antonis Kontaxakis, Nikos Giatrakos, Antonios Deligiannakis

Keywords Abstract Paper

data summarization, data streams, big data analytics

Jiaqi Gu, Hanqing Zhu, Chenghao Feng and

Zixuan Jiang, Ray Chen, David Pan

Keywords Abstract Paper

deep learning, optimization

Danielle Gonzalez, Thomas Zimmermann, Nachiappan Nagappan

Keywords Abstract Paper

machine learning, mining software repositories, GitHub, software engineering, artificial intelligence, Open Source

Ryosuke Kohita, Issei Yoshida, Hiroshi Kanayama, Tetsuya Nasukawa

Keywords Abstract Paper

Interactive Dictionary, Text Analytics, text analysis, interactive construction

Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian Suchanek

Keywords Abstract Paper

database, query rewriting, visualisation

Vittorio Castelli, Rishav Chakravarti, Saswati Dana and

Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, Scott McCarley, Michael McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avi Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang

Keywords Abstract Paper

real-world issues, domain adaptation, representations language, TECHQA

Keerti Anand, Rong Ge, Amit Kumar, Debmalya Panigrahi

Keywords Abstract Paper

theory, optimization

Vincent Plassier, Maxime Vono, Alain Durmus, Eric Moulines

Keywords Abstract Paper

Probabilistic Methods, Monte Carlo Methods

Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia and

Benjamin Carterette, Mounia Lalmas

Keywords Abstract Paper

Algorithms -> Relational Learning; Algorithms -> Representation Learning, Deep Learning

Zalán Borsos, Mojmir Mutny, Andreas Krause

Keywords Abstract Paper

Aytunc Sahin, Yatao Bian, Joachim Buhmann, Andreas Krause

Keywords Abstract Paper

Probabilistic Inference - Approximate, Monte Carlo, and Spectral Methods

Minjia Zhang, Menghao Li, Chi Wang, Mingqin Li

Keywords Abstract Paper

Bayesian Inference, Code Compilation, Scalability, Efficient Deep Learning Inference

Sandra Garcia-Rodriguez, Mohammad Alshaer, Cedric Gouy-Pailler

Keywords Abstract Paper

realtime analysis, ecg, streaming framework, machine learning, data stream

Jie Zhao, Bojie Li, Wang Nie and

Zhen Geng, Renwei Zhang, Xiong Gao, Bin Cheng, Chen Wu, Yun Cheng, Zheng Li, Peng Di, Kun Zhang, Xuefeng Jin

Keywords Abstract Paper

neural networks, neural processing units, polyhedral model, code generation, auto-tuning

Lalith Suresh, João Loff, Faria Kalim and

Sangeetha Abdu Jyothi, Nina Narodytska, Leonid Ryzhyk, Sahan Gamage, Brian Oki, Pranshu Jain, Michael Gasch

Keywords Abstract Paper

Anselm Paulus, Michal Rolinek, Vit Musil and

Brandon Amos, Georg Martius

Keywords Abstract Paper

Optimization, Combinatorial Optimization

Lihao Yin, Ganggang Xu, Huiyan Sang, Yongtao Guan

Keywords Abstract Paper

machine learning, clustering

Ting-Hsiang Wang, Xia Hu, Haifeng Jin and

Qingquan Song, Xiaotian Han, Zirui Liu

Keywords Abstract Paper

Recommender Systems, Hyperparameter Tuning, Neural Architecture Search, Automated Machine Learning, Model Search

Tanqiu Jiang, Yi Li, Honghao Lin and

Yisong Ruan, David P. Woodruff

Keywords Abstract Paper

streaming algorithms, heavy hitters, F_p moment, distinct elements, cascaded norms

Iacovos G. Kolokasis, Anastasios Papagiannis, Polyvios Pratikakis and

Angelos Bilas, Foivos Zakkak

Keywords Abstract Paper

Themistoklis Diamantopoulos, Michail D. Papamichail, Thomas Karanikiotis and

Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis

Keywords Abstract Paper

code violations, mining software repositories, contribution analysis, DevOps, GitHub issues

Jean Feydy, Joan Glaunès, Benjamin Charlier, Michael Bronstein

Keywords Abstract Paper

Max Balandat, Brian Karrer, Daniel Jiang and

Samuel Daulton, Ben Letham, Andrew Wilson, Eytan Bakshy

Keywords Abstract Paper

Reinforcement Learning and Planning -> Model-Based RL; Reinforcement Learning and Planning -> Reinforcement Learning, Reinforcement Learning and Planning -> Multi-Agent RL

Paolo Morettin, Pedro Zuidberg Dos Martires, Samuel Kolb, Andrea Passerini

Keywords Abstract Paper

Uncertainty in AI, General, General, General

Yuta Morisawa, Masaki Suzuki, Takeshi Kitahara

Keywords Abstract Paper

Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell

Keywords Abstract Paper

pipeline search, greedy algorithms, experiment design, AutoML, tensor decomposition, submodular optimization, meta-learning

Wenxuan Zhang, Qian Yu, Wai Lam

Keywords Abstract Paper

Mingzhe Hao, Levent Toksoz, Nanqinqin Li and

Edward Edberg Halim, Henry Hoffmann, Haryadi S. Gunawi

Keywords Abstract Paper

Wanying Ding, Vinay K. Chaudhri, Naren Chittar, Krihshna Konakanchi

Keywords Abstract Paper

Martin Pavlovski, Jelena Gligorijevic, Ivan Stojkovic and

Shubham Agrawal, Shabhareesh Komirishetty, Djordje Gligorijevic, Narayan Bhamidipati, Zoran Obradovic

Keywords Abstract Paper

sequential models, user representation, neural embeddings

Yi-Ning Juan, Yi-Shyuan Chiang, Shang-Chuan Liu and

Ming-Feng Tsai, Chuan-Ju Wang

Keywords Abstract Paper

Natural Language Processing, General