1. On better training the infinite restricted Boltzmann machines

   • Xuan Peng
   • Xunzhang Gao
   • Xiang Li

   OriginalPaper 01 February 2018 Pages: 943 - 968

   

2. An incremental off-policy search in a model-free Markov decision process using a single sample path

   • Ajin George Joseph
   • Shalabh Bhatnagar

   OriginalPaper 13 February 2018 Pages: 969 - 1011

   

3. Wallenius Bayes

   • Enric Junqué de Fortuny
   • David Martens
   • Foster Provost

   OriginalPaper 22 February 2018 Pages: 1013 - 1037

   

4. A scalable preference model for autonomous decision-making

   • Markus Peters
   • Maytal Saar-Tsechansky
   • Tom Heskes

   OriginalPaper Open access 01 May 2018 Pages: 1039 - 1068

   

5. Improved maximum inner product search with better theoretical guarantee using randomized partition trees

   • Omid Keivani
   • Kaushik Sinha
   • Parikshit Ram

   OriginalPaper 23 April 2018 Pages: 1069 - 1094