Session Presentations

  • Lecture

    On Estimation of Modal Decompositions

    Anuran Makur , Gregory W. Wornell , Lizhong Zheng
  • Lecture

    Robust Generalization via f-Mutual Information

    Amedeo Roberto Esposito , Michael Gastpar , Ibrahim Issa
  • Lecture

    Learning Representations by Maximizing Mutual Information in Variational Autoencoders

    Sriram Vishwanath , Ali Lotfi Rezaabad
  • Lecture

    Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction

    Toshiaki Koike-Akino , Ye Wang
  • Lecture

    Generalization Error Bounds via mth Central Moments of the Information Density

    Giuseppe Durisi , Fredrik Hellström
  • Lecture

    Exploring Unique Relevance for Mutual Information based Feature Selection

    Shiyu Liu , Mehul Motani

Chair

Lizhong Zheng

Massachusetts Institute of Technology

Organizer