Martin Takáč - Publications, H-index & Citations

Martin Takáč

mohamed bin zayed university of artificial intelligence mbzuai

36H指数

265论文数

5.4K被引数

收录论文 16

发表时间

MedNNS: Supernet-Based Medical Task-Adaptive Neural Network Search MedNNS：基于超网络的医疗任务自适应神经网络搜索

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI

IF0

2026-01-01

PREAI

Mecharbat, Lotfi Abdelkrim; Almakky, Ibrahim; Takac, Martin; Yaqub, Mohammad

AdaBatchGrad: combining adaptive batch size and adaptive step size AdaBatchGrad：结合自适应批量大小和自适应步长

IMA Journal of Numerical Analysis

IF2.4

2025-12-01

PREAI

Ostroukhov, Petr; Zhumabayeva, Aigerim; Xiang, Chulu; Gasnikov, Alexander; Takac, Martin; Kamzolov, Dmitry

Accelerated Adaptive Cubic Regularized Quasi-Newton Methods 加速自适应三次正则化拟牛顿法

JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

IF1.5

2025-10-03

PREAI

Kamzolov, Dmitry; Ziu, Klea; Agafonov, Artem; Takac, Martin

Machine learning-driven discovery of hard magnetic materials using high-throughput computation and screening 机器学习驱动的硬磁材料发现：高通量计算与筛选

Acta Materialia

IF9.3

2025-07-28

OAAI

Anita Halder; Durga Paudyal; Stefano Sanvito; Martin Takáč; Huseyin Ucar

MagBERT: Magnetics Knowledge Aware Language Model Coupled with a Question Answering Pipeline for Curie Temperature Extraction Task

JOURNAL OF PHYSICAL CHEMISTRY C

IF3.2

2024-07-26

OAAI

Zhumabayeva, Aigerim; Ranjan, Nikhil; Takac, Martin; Sanvito, Stefano; Ucar, Huseyin

Reinforcement Learning Approach to Stochastic Vehicle Routing Problem With Correlated Demands 具有相关需求的随机车辆路径问题的强化学习方法

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Iklassov, Zangir; Sobirov, Ikboljon; Solozabal, Ruben; Takac, Martin

A deep neural network for oxidative coupling of methane trained on high-throughput experimental data

JOURNAL OF PHYSICS-ENERGY

IF6.3

2022-12-16

OAAI

Ziu, Klea; Solozabal, Ruben; Rangarajan, Srinivas; Takac, Martin

Distributed Learning With Sparsified Gradient Differences

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2022-04-01

OAAI

Chen, Yicheng; Blum, Rick S.; Takac, Martin; Sadler, Brian M.

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

ENGINEERING STRUCTURES

IF6.4

2021-02-01

OAAI

Eshkevari, Soheil Sadeghi; Takac, Martin; Pakzad, Shamim N.; Jahani, Majid

Active metric learning for supervised classification

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2021-01-01

OAAI

Kumaran, Krishnan; Papageorgiou, Dimitri J.; Takac, Martin; Lueg, Laurens; Sahinidis, Nicolas V.

Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2020-05-20

PREAI

Gulgec, Nur Sila; Takac, Martin; Pakzad, Shamim N.

Modal Identification of Bridges Using Mobile Sensors with Sparse Vibration Data

engineering fracture mechanics

IF3.2

2020-04-01

PREAI

Eshkevari, Soheil Sadeghi; Pakzad, Shamim N.; Takac, Martin; Matarazzo, Thomas J.

Hybrid Methods in Solving Alternating-Current Optimal Power Flows

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2017-11-01

OAAI

Liu, Jie; Liddell, Alan Claude, Jr.; Marecek, Jakub; Takac, Martin

Matrix completion under interval uncertainty

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2017-01-01

OAAI

Marcek, Jakub; Richtarik, Peter; Takac, Martin

Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2016-03-01

185

OAAI

Konecny, Jakub; Liu, Jie; Richtarik, Peter; Takac, Martin

A Neural Network Model of Episode Representations in Working Memory

COGNITIVE COMPUTATION

IF4.3

2015-05-01

PREAI

Takac, Martin; Knott, Alistair

研究方向