Stéphan Clémençon, Patrice Bertail, Emilie Chautru. Scaling up M-estimation via sampling designs: The Horvitz-Thompson stochastic gradient descent. In Jimmy Lin, Jian Pei, Xiaohua Hu, Wo Chang, Raghunath Nambiar, Charu Aggarwal, Nick Cercone, Vasant Honavar, Jun Huan, Bamshad Mobasher, Saumyadipta Pyne, editors, 2014 IEEE International Conference on Big Data, Big Data 2014, Washington, DC, USA, October 27-30, 2014. pages 25-30, IEEE, 2014. [doi]
Abstract is missing.