Agus Sudjianto

1. GAMI-Net: An explainable neural network based on generalized additive models with structured interactions
   2021/07/20 by Zebin Yang, Aijun Zhang, Agus Sudjianto · 12 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
2. Explainable Neural Networks based on Additive Index Models
   2018/06/05 by Joel Vaughan, Vaughan, Joel, Agus Sudjianto +7 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
3. Enhancing Explainability of Neural Networks through Architecture Constraints
   2019/01/12 by Zebin Yang, Aijun Zhang, Yang, Zebin +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
4. Time Series Simulation by Conditional Generative Adversarial Net
   2019/04/25 by Rao Fu, Jie Chen, Fu, Rao +7 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #electronic engineering #information engineering
5. Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms
   2020/07/28 by Linwei Hu, Hu, Linwei, Jie Chen +5 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Bayesian Modeling and Causal Inference
6. Deep Learning-Based BSDE Solver for Libor Market Model with Application\n to Bermudan Swaption Pricing and Hedging
   2018/07/17 by Haojie Wang, Wang, Haojie, Han Chen +7 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Engineering · #Computational Finance (q-fin.CP) #Energy Load and Power Forecasting #FOS: Economics and business #FOS: Mathematics #Numerical Analysis (math.NA) #Stochastic processes and financial applications #Stock Market Forecasting Methods
7. Human-Calibrated Automated Testing and Validation of Generative Language Models
   2024/11/25 by Agus Sudjianto, Aijun Zhang, Sudjianto, Agus +7 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques