Mathematical Machine Learning

Head:
Guido Montúfar (Email)

Phone:
+49 (0) 341 - 9959 - 880

Fax:
+49 (0) 341 - 9959 - 658

Address:
Inselstr. 22
04103 Leipzig

Activities 2020

Spring 2020

  • The article "The variational deficiency bottleneck" got accepted in IJCNN 2020, see here
     
  • Pradeep Banerjee is talking on Information-theoretic generalization properties of learning algorithms in our Deep learning seminar, March 2020
     
  • Hanna Tseran is talking on Tropical geometry for understanding neural networks in our Deep learning seminar, March 2020
     
  • Guido Montúfar is giving a mini-course (5 days) at Spring School on Mathematics of Data, Hanoi, Vietnam, March 2020 (cancelled)

Winter 2020

  • Pierre Bréchet is joining as an intern for six months. He is interested in information geometry and generative models.
     
  • Tilman Hinnerichs is talking about Maximization of Mutual information for information clustering in our Deep learning seminar, February 2020
     
  • Hanna Tseran is talking about Optimization challenges in Deep learning in our Deep learning seminar, February 2020
     
  • Guido Montúfar is giving a talk at Deep Learning Seminar, University of Vienna, Austria, February 2020.
     
  • Pradeep Banerjee is talking about Causal measures of information in our Deep learning seminar, February 2020
     
  • Johannes Mueller is talking about the Expressivity of neural networks in our Deep learning seminar, February 2020
     
  • Guido Montúfar is giving a talk at the Mathematics Seminar, KAUST, Thuwal, Saudi Arabia, January 2020
     
  • Tilman Hinnerichs is visiting us from TU Dresden. He will be looking at topics of unsupervised learning and information theory.
     
  • Guido Montúfar is giving a talk "On the dynamics and convergence of weight normalization training of neural networks", Mathematisches Kolloquium, Bielefeld University, Germany, January 2020.
     
  • The article ``Kernelized Wasserstein Natural Gradient'' got accepted in ICLR 2020 (spotlight).
     
  • Hanna Tseran and Johannes Mueller are starting their PhD in January 2020.
23.03.2020, 17:51