Skillearn – Machine Learning Inspired by Humans’ Learning Skills

• Pengtao Xie, Xuefeng Du, Hao Ban. Skillearn: Machine Learning Inspired by Humans’ Learning Skills. arXiv:2012.04863 (2020). Paper
• Xuefeng Du, Haochen Zhang, Pengtao Xie. Learning by Passing Tests, with Application to Neural Architecture Search. arXiv:2011.15102 (2020). Paper
• Ramtin Hosseini, Pengtao Xie. Learning by Self-Explanation, with Application to Neural Architecture Search. arXiv:2012.12899 (2020). Paper
• Xuefeng Du, Pengtao Xie. Small-Group Learning, with Application to Neural Architecture Search. arXiv:2012.12502 (2020). Paper
• Parth Sheth, Yueyu Jiang, Pengtao Xie. Learning by Teaching, with Application to Neural Architecture Search. arXiv:2103.07009 (2020). Paper
• Xingchen Zhao, Xuehai He, Eric Xing, Pengtao Xie. Learning by Ignoring, with Application to Domain Adaptation. arXiv:2012.14288 (2020). Paper
• Hao Ban, Pengtao Xie. Interleaving Learning, with Application to Neural Architecture Search. arXiv:2103.07018 (2020). Paper