Search Results for author:
Found 6 papers, 2 papers with code
Know Your Model (KYM): Increasing Trust in AI and Machine Learning
The widespread utilization of AI systems has drawn attention to the potential impacts of such systems on society.
MQLV: Optimal Policy of Money Management in Retail Banking with Q-Learning
We propose MQLV, Modified Q-Learner for the Vasicek model, a new reinforcement learning approach that determines the optimal policy of money management based on the aggregated financial transactions of the clients.
Visualization of AE's Training on Credit Card Transactions with Persistent Homology
PHom-WAE minimizes the Wasserstein distance between the true distribution and the reconstructed distribution and uses persistent homology, the study of the topological features of a space at different spatial resolutions, to compare the nature of the latent manifold and the reconstructed distribution.
PHom-GeM: Persistent Homology for Generative Models
PHom-GeM minimizes an objective function between the true and the reconstructed distributions and uses persistent homology, the study of the topological features of a space at different spatial resolutions, to compare the nature of the true and the generated distributions.
User-Device Authentication in Mobile Banking using APHEN for Paratuck2 Tensor Decomposition
Nonetheless, the retail banks are looking to leverage the user-device authentication on the mobile banking applications to enhance the personal financial advertisement.
Predicting Sparse Clients' Actions with CPOPT-Net in the Banking Environment
The digital revolution of the banking system with evolving European regulations have pushed the major banking actors to innovate by a newly use of their clients' digital information.
