selected publications

• blog posting

  • SignSVRG: fixing SignSGD via variance reduction.  arXiv (Cornell University). 2023
  • AskewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks.  arXiv (Cornell University). 2022

• conference paper

  • Orthogonal directions constrained gradient method: from non-linear equality constraints to stiefel manifold.  HAL (Le Centre pour la Communication Scientifique Directe). 2023
  • AskewSGD : an annealed interval-constrained optimisation method to train quantized neural networks.  HAL (Le Centre pour la Communication Scientifique Directe). 2023