Talks

  • Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy, The 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020), Siena – Tuscany, Italy, Aug 20
  • Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1, The Sixth International Conference on Machine Learning, Optimization, and Data Science (LOD), Siena – Tuscany, Italy, July 2020
  • Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1, INFORMS , Seattle, WA, USA, Oct 2019
  • Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample, SAS, Cary, NC, USA, July 2019
  • Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1, SAS, Cary, NC, USA, July 2019
  • Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample, 13th Annual Machine Learning Symposium, NY, USA, Mar 2019
  • Accelerating Gradient Descent through Quadratic Lower Bounds for Composite Functions, COR@L Lab Seminar Presentations, Lehigh University, PA, USA, Nov 2018
  • Efficient Hessian Free Algorithm for Large-scale ERM, INFORMS , Phoenix, AZ, USA, Nov 2018
  • Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy, Second TRIPODS PI Workshop, Santa Clara, CA, USA, Oct 2018
  • Underestimated Sequence via Quadratic Averaging, DIMACS/TRIPODS/MOPTA conference, Lehigh University,  PA, USA, Aug 2018
  • Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy, DIMACS/TRIPODS/MOPTA conference , PA, USA, Aug 2018
  • A Hessian Free Algorithm for Large-scale Empirical Risk Minimization, 12th Annual Machine Learning Symposium, NY, USA, Mar 2018
  • Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy, OptML, Lehigh University, PA, USA, Mar 2018
  • Accelerating Gradient Descent through Quadratic Lower Bounds , MOPTA Conference, Bethlehem, PA, USA, Aug 2017
  • Finite-sum Composition Optimization, OptML, Lehigh University, PA, USA, Apr 2017
  • Underestimated Sequences versus Quadratic Averaging,COR@L Lab Seminar Presentations, Lehigh University, PA, USA, Apr 2017
  • Underestimated Sequence , OptML, Lehigh University, PA, USA, Jan 2017
  • A Novel Heuristic Algorithm for Transit Network Design Problem Using Combinatorial Optimization, The 14 th International Conference on Traffic and Transportation Engineering, Tehran, Iran, Feb 2015
  • A novel model for bus stop location appropriate for Public Transit Network Design, The 5th Iranian conference on Applied Mathematics, Hamedan, Iran, Sep 2013