DynNet: Physics-based neural architecture design for nonlinear structural response modeling and prediction von Sadeghi Eshkevari, Soheil, Takáč, Martin, Pakzad, Shamim N., Jahani, Majid

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Alternating maximization: unifying framework for 8 sparse PCA formulations and efficient parallel codes von Richtárik, Peter, Jahani, Majid, Ahipaşaoğlu, Selin Damla, Takáč, Martin

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Fast and safe: accelerated gradient methods with optimality certificates and underestimate sequences von Jahani, Majid, Gudapati, Naga Venkata C., Ma, Chenxin, Tappenden, Rachael, Takáč, Martin

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Scaling Up Quasi-newton Algorithms: Communication Efficient Distributed SR1 von Jahani, Majid, Nazari, Mohammadreza, Rusakov, Sergey, Berahas, Albert S., Takáč, Martin

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Effect of Continuous and Interval Exercise on the Necroptosis and Apoptosis of Endoplasmic Reticulum Proteins in the Heart of Diabetic Wistar Rats von Jahani, Majid, Matin Homaie, Hasan, Farzanegi, Parvin

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Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information von Jahani, Majid, Rusakov, Sergey, Shi, Zheng, Richtárik, Peter, Mahoney, Michael W, Takáč, Martin

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Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework von Nazari, Mohammadreza, Jahani, Majid, Snyder, Lawrence V, Takáč, Martin

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Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample von Berahas, Albert S, Jahani, Majid, Richtárik, Peter, Takáč, Martin

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DynNet: Physics-based neural architecture design for linear and nonlinear structural response modeling and prediction von Soheil Sadeghi Eshkevari, Takáč, Martin, Pakzad, Shamim N, Jahani, Majid

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SONIA: A Symmetric Blockwise Truncated Optimization Algorithm von Jahani, Majid, Nazari, Mohammadreza, Tappenden, Rachael, Berahas, Albert S, Takáč, Martin

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Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1 von Jahani, Majid, Nazari, Mohammadreza, Rusakov, Sergey, Berahas, Albert S, Takáč, Martin

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Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample von Berahas, Albert S, Jahani, Majid, Richtárik, Peter, Takáč, Martin

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CUSTOMER RETURN MANAGEMENT SYSTEM von Ds, Divya, Loehr, Nicole, Lisso, Gregory, Wang, Xinbo, Bosak, Kayla, Griffin, Sean, Jahani, Majid, McRaith, Patrick, Kilian, Karla, Yang, Te, Jafri, Ashfak, Park, Tyler, Ogunewe, David

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SORTATION SYSTEM FOR CUSTOMER RETURN ITEMS von Ds, Divya, Loehr, Nicole, Lisso, Gregory, Wang, Xinbo, Bosak, Kayla, Griffin, Sean, Jahani, Majid, McRaith, Patrick, Kilian, Karla, Yang, Te, Jafri, Ashfak, Park, Tyler, Ogunewe, David

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Deep learning model training system von Zhou, Wenwen, Yektamaram, Seyedalireza, Jahani, Majid, Griffin, Joshua David

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Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy von Jahani, Majid, He, Xi, Ma, Chenxin, Mokhtari, Aryan, Mudigere, Dheevatsa, Ribeiro, Alejandro, Takáč, Martin

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Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes von Richtárik, Peter, Jahani, Majid, Selin Damla Ahipaşaoğlu, Takáč, Martin

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Fast and Safe: Accelerated gradient methods with optimality certificates and underestimate sequences von Jahani, Majid, Gudapati, Naga Venkata C, Ma, Chenxin, Tappenden, Rachael, Takáč, Martin

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Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information von Jahani, Majid, Rusakov, Sergey, Shi, Zheng, Richtárik, Peter, Mahoney, Michael W, Takáč, Martin

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Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework von Nazari, Mohammadreza, Jahani, Majid, Snyder, Lawrence V, Takáč, Martin

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