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

Zhengbao Jiang, Wei Xu, Jun Araki, Graham Neubig

Keywords Abstract Paper

Natural Analysis, Natural processing, dependency parsing, semantic labeling

Pieter Gijsbers, Joaquin Vanschoren

Keywords Abstract Paper

Qingquan Song, Dehua Cheng, Hanning Zhou and

Jiyan Yang, Yuandong Tian, Xia Hu

Keywords Abstract Paper

neural architecture search, evolutionary algorithm, CTR prediction

Alexander Miserlis Hoyle, Pranav Goel, Philip Resnik

Keywords Abstract Paper

topic models, knowledge distillation, probabilistic models, pretrained transformers

Weinan Zhang, Jiarui Qin, Wei Guo and

Ruiming Tang, Xiuqiang He

Keywords Abstract Paper

Machine learning, General, General

Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi and

Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno, Kentaro Inui

Keywords Abstract Paper

Named Recognition, Interpretable rationales, model predictions, structured prediction

Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

Keywords Abstract Paper

auto-augmentation framework, point cloud processing, sample-aware, jointly optimizing, classification

Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian Suchanek

Keywords Abstract Paper

Doruk Kilitcioglu, Serdar Kadioglu

Keywords Abstract Paper

Chaoyu Guan, Xin Wang, wenwu zhu

Keywords Abstract Paper

Algorithms, AutoML

Darius Afchar, Romain Hennequin

Keywords Abstract Paper

Implicit Recommender System, Interpretable machine learning

Lars C. Gleim, Rafael Schimassek, Dominik Hüser and

Maximilian Peters, Christoph Krämer, Michael Cochez et al.

Keywords Abstract Paper

Alexey Ignatiev, Joao Marques-Silva, Nina Narodytska, Peter J. Stuckey

Keywords Abstract Paper

Constraints and SAT, General, General, General

Michael Volpp, Lukas P. Fröhlich, Kirsten Fischer and

Andreas Doerr, Stefan Falkner, Frank Hutter, Christian Daniel

Keywords Abstract Paper

Transfer Learning, Meta Learning, Bayesian Optimization, Reinforcement Learning

Aaron Bembenek, Michael Greenberg, Stephen Chong

Keywords Abstract Paper

Datalog, SMT solving

Hao Fei, Fei Li, Bobo Li, Donghong Ji

Keywords Abstract Paper

Zhe Liu, Lina Yao, Lei Bai and

Xianzhi Wang, Can Wang

Keywords Abstract Paper

adversarial autoencoder, generative models, intraclass variability, activity recognition

Minghao Chen, Kan Wu, Bolin Ni and

Houwen Peng, Bei Liu, Jianlong Fu, Hongyang Chao, Haibin Ling

Keywords Abstract Paper

deep learning, transformers, vision

Yufei Feng, Fuyu Lv, Binbin Hu and

Fei Sun, Kun Kuang, Yang Liu, Qingwen Liu, Wenwu Ou

Keywords Abstract Paper

click-through rate prediction, recommender system

Dmytro Borysenko, Dmytro Mykheievskyi, Viktor Porokhonskyy

Keywords Abstract Paper

Carlos Gemmell, Federico Rossetto, Jeffrey Dalton

Keywords Abstract Paper

code generation, neural machine translation, code retrieval

Liangming Pan, Yuxi Xie, Yansong Feng and

Tat-Seng Chua, Min-Yen Kan

Keywords Abstract Paper

Generating Questions, Deep Generation, Deep DQG, reasoning

Magnus Madsen, Ondřej Lhoták

Keywords Abstract Paper

logic programming, first-class datalog, functional programming

Jon Gauthier, Jennifer Hu, Ethan Wilcox and

Peng Qian, Roger Levy

Keywords Abstract Paper

Targeted Models, syntactic evaluations, evaluations, computational community

Xiaodong Liu, Yu Wang, Jianshu Ji and

Hao Cheng, Xueyun Zhu, Emmanuel Awa, Pengcheng He, Weizhu Chen, Hoifung Poon, Guihong Cao, Jianfeng Gao

Keywords Abstract Paper

Natural Understanding, NLU tasks, classification, regression

Weizhi Li, Gautam Dasarathy, Karthi Natesan Ramamurthy, Visar Berisha

Keywords Abstract Paper

Algorithms -> AutoML; Applications -> Fairness, Accountability, and Transparency; Optimization -> Stochastic Optimization, Algorithms -> Classification

Ziyu Xiang, Mingzhou Fan, Guillermo Vázquez Tovar and

William Trehern, Byung-Jun Yoon, Xiaofeng Qian, Raymundo Arroyave, Xiaoning Qian

Keywords Abstract Paper

Luísa R. A. Santos, Felipe Meneguzzi, Ramon Fraga Pereira, André Grahl Pereira

Keywords Abstract Paper

Yunyi Yang, Yunhao Li, Xiaojun Quan

Keywords Abstract Paper

Tongshuang Wu, Kanit Wongsuphasawat, Donghao Ren and

Kayur Patel, Chris DuBois

Keywords Abstract Paper

natural language processing, error analysis, query analysis

Michael B. James, Zheng Guo, Ziteng Wang and

Shivani Doshi, Hila Peleg, Ranjit Jhala, Nadia Polikarpova

Keywords Abstract Paper

Program Synthesis, Type Inference, Human-Computer Interaction

Shujian Zhang, Xinjie Fan, Huangjie Zheng and

Korawat Tanwisuth, Mingyuan Zhou

Keywords Abstract Paper

deep learning, robustness, adversarial robustness and security, vision, graph learning, language

Gilles Audemard, Frédéric Koriche, Pierre Marquis

Keywords Abstract Paper

Explainable AI-General, Knowledge representation languages-General

Chia-Yu Li, Daniel Ortega, Dirk Väth and

Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Völkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu

Keywords Abstract Paper

Multi-modal Agents, emotion recognition, engagement prediction, machine researchers

Ines Arous, Ljiljana Dolamic, Jie Yang and

Akansha Bhardwaj, Giuseppe Cuccu, Philippe Cudré-Mauroux

Keywords Abstract Paper

Elise Michon, Josep Crego, Jean Senellart

Keywords Abstract Paper

Anselm Paulus, Michal Rolinek, Vit Musil and

Brandon Amos, Georg Martius

Keywords Abstract Paper

Optimization, Combinatorial Optimization

Michael Tsang, Dehua Cheng, Hanpeng Liu and

Xue Feng, Eric Zhou, Yan Liu

Keywords Abstract Paper

Feature Interaction, Interpretability, Black Box, AutoML

Qinxu Ding, Yong Liu, Chunyan Miao and

Fei Cheng, Haihong Tang

Keywords Abstract Paper