Majid Jahani

DynNet: Physics-based neural architecture design for nonlinear structural response modeling and prediction

Soheil Sadeghi Eshkevari, Martin Takáč, Shamim N. Pakzad et al. · Engineering Structures · 2020 · 83 citations · Full text

Evolving Neural Network, Engineering, Physic Aware Machine Learning +6

Multi-objective optimization model for optimal reconfiguration of distribution networks with demand response services

Majid Jahani, Peyman Nazarian, Amin Safari et al. · Sustainable Cities and Society · 2019 · 76 citations

Multi-objective Optimization Model, Engineering, Smart Grid +11

Alternating maximization: unifying framework for 8 sparse PCA formulations and efficient parallel codes

Peter Richtárik, Majid Jahani, Selin Damla Ahipaşaoğlu et al. · Optimization and Engineering · 2020 · 36 citations · Full text

Unifying Framework, Sparse Representation, Engineering +10

Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample.

Albert S. Berahas, Majid Jahani, Martin Takáč · arXiv (Cornell University) · 2019 · 36 citations · Full text

Quasi-newton Methods, Model Optimization, Engineering +13

Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy

Majid Jahani, Xi He, Chenxin Ma et al. · arXiv (Cornell University) · 2018 · 12 citations · Full text

Mathematical Programming, Large-scale Global Optimization, Engineering +19