New York
United States
Artificial Intelligence in Finance Institute
SSRN RANKINGS
in Total Papers Downloads
machine learning, xgboost, Neural networks, portfolio optimization
Artificial Intelligence, Reinforcement Learning, Portfolio Management, Deep Learning, Neural Networks
PINN, Physics Informed Neural Networks, Black Scholes, Heston
LLM, Large Language Models, Financial Analyst
Finance,LLM, Large Language Models
rtificial Intelligence, Machine Learning, Portfolio Management, Deep Learning, Neural Networks, Financial Time Series
rl, reinforcement learning, artificial intelligence
Deep Learning, Signatures, Deep Signatures, Machine Learning, Time Series
Machine Learning, Time Series, Double Descent, Artificial Intelligence, Bias Variance Tradeoff, Overfitting, Optimization
Boltzmann Equation, Dirac Delta, Function of Random Variables, Conservation, Heaviside Function, Integral Operator, Integro-differential Equations, Call Option
Artificial Intelligence, Machine Learning, Portfolio Management, Deep Learning, Neural Networks
artificial intelligence, neural networks, nobel
options, black-scholes, PDE, sde, bsde
reinforcement learning, gametheory, artificial intelligence
Economy, FInancial Markets , Machine Learning., Generative Model
artificial intelligence, large language models, alpha models, machine learning, mathematics
Artificial Intelligence, Law, Regulation, Finance
Reinforcement Learning,CVA,Finance
artificial intelligence, neural operators
artificial intelligence, large language models, reasoning
Group Relative Policy Optimization (GRPO), Multi-Agent Reinforcement Learning (MARL), Advantage Estimation, KL Penalty Coefficient, Variance Reduction
Reinforcement Learning, machine learning, PPO, Neural networks, portfolio optimization, PBT
artificial intelligence, large language models, look ahead bias, backtesting
artificial intelligence, language models, communication, game theory
Large Language Models, Reasoning, Reinforcement Learning
economy, monetary policy, LLM, large language models
Artificial Intelligence, Large Language Models
AI, NLP, LLM
Kolmogorov-Arnold-Networks, Universal Approximation, Computational Complexity, Functional Analysis, Information Geometry, artificial neural networks
artificial intelligence, causality, structural causal model, transformers
Generalized Linear Models (GLMs), Exponential Family, Link Functions, Identity Link
Decision Trees, Artificial Neural Networks (ANNs), Indicator Functions, Activation Functions, gradient boosting, xgboost
DeepSeek-R1, Group Relative Policy Optimization (GRPO), Mixture of Experts (MoE), Reinforcement Learning (RL), Mathematical Reasoning
Deep Learnin, Option Pricing, Multi-Asset
artificial intelligence, large language models, prompting
Titans architecture, Transformers, Neural memory systems, Sequence modeling
artificial intelligence, Word Embeddings, Semantic Relationships, Continuous Vector Spaces
portfolio optimization, markowitz, numerical, machine learning
artificial intelligence, reinforcement learning, marl, game theory, nash equilibria
Automatic Differentiation, Computational Graphs, Forward Mode, Reverse Mode
Geometric Data Analysis, Topological Data Analysis, Persistent Homology, Differential Geometry, Riemannian Geometry
artificial intelligence, sparse autoencoder, mechanistic interpretability
artificial intelligence, genie 2, Diffusion world model
Reinforcement Learning, Mathematics, MMDP
Portfolio Optimization, Risk Management, Mean-Variance Optimization, Effective Number of Constituents (ENC), Conditional Value at Risk (CVaR), Quantitative Finance
Ising Model, Artificial Neural Networks, Energy-Based Models, Renormalization Group, Statistical Mechanics
transformers, artificial neural networks, t-sne, umap, pca, svd, JEPA, dimensionality reduction
the mathematics of probability, measure theory, stochastic processes, random matrices
Q-Learning, Hamilton–Jacobi–Bellman Equation, Reinforcement Learning, Viscosity Solutions, Optimal Control
Reinforcement Learning (RL), Transformer Architectures, MDP (Markov Decision Process), MDP (Markov Decision Process)
Complex Numbers, Matrices 2×2, Real Matrices, Field Isomorphism, Algebraic Structures, Matrix Representation, Geometric Interpretation
Agent-Based Models (ABM), Reinforcement Learning (RL) agents, Large Language Model (LLM) agents
Agent-based modeling, Financial markets, New Kind of Science Market Model (NKS AMM), Stylized facts, Heterogeneous agents
Equity Analysis, Artificial Intelligence, Large Language Models, Fundamental Analysis, Investment Research
Reinforcement Learning (RL), Hierarchical RL, Multi-Agent, Bank Management, Asset-Liability Management, Basel III
Fokker-Planck Equation, Physics-Informed Neural Networks (PINNs), Partial Differential Equations (PDEs), Stochastic Processes, Deep Learning in Physics
portfolio theory, conformal portfolio optimization
probability theory, uncertainty, conformal prediction, hybrid spaces
Large Language Models, Financial Services, Risk Management, Lookahead Bias, Hallucinations, Implementation Framework, privacy issues
artificial intelligence, machine learning, decision trees, random forest, xgboost, adaboost, lightgbm
normalizing flows, deep generative models, portfolio optimization
artificial intelligence, transformers, causality
Feynman-Kac Formula, Path Dependence, Backward Stochastic Differential Equations (BSDEs), Financial Derivatives
portfolio theory, mean variance optimization, CVAR
large langue models, finance, re-ranking, artificial intelligence
Reinforcement Learning, Large Language Models, Autoregressive Models, Decoding Strategies, Value Functions, Reward Shaping, Test-Time
artificial intelligence, machine learning, autoencoders, variational autoencoders
sturm liouville, pde, heston, sabr, credit risk
Physical AI, World Foundation Model (WFM), Autoregressive Models, Diffusion Models, Physics-Informed Neural Networks (PINNs)
fischer black, financial engineering, black scholes
artificial intelligence, recurrent neural networks, lstm, xlstm
economy, Semi-Algebraic
Transformers, xLSTM, Transformer-Squared, Titan Models
transformers, artificial intelligence, Chain of Thought, Tree of Thought, Test Time
artificial intelligence, convolutional neural networks
Dynamic programming, high-dimensional, curse of dimensionality, Hamilton-Jacobi-Bellman equation, deep learning, neural networks, stochastic processes, reinforcement learning
artificial intelligence, hopfiled networks, transformers
LLMs,Questions,NLP
Lie Groups, Lie Algebras, Representation Theory, Symmetry, Differential Geometry, Exponential Map, Root Systems, Dynkin Diagrams
Autoregressive Models (ARMs), Diffusion Models (LLaDA), Transformer Architectures, Neural Tangent Kernels (NTKs), Stochastic Differential Equations (SDEs)
Reinforcement Learning (RL), Signatures, Rough Path Theory, Tensor Algebra
Credit risk modeling, Normalizing flows, Deep learning, Structural models
probability, statistics, quantitative finance
artificial intelligence, stochastic gradient descent, non convex optimization
artificial intelligence, machine learning, kernels, support vector machines
Credit Risk Modeling, Structural Models, Normalizing Flows, Financial Institutions, Loss Given Default (LGD), Probability of Default (PD), Reduced-Form Models, Structural Models
Distance Measures, Divergences, Metric Spaces, Similarity Metrics, Geometric Distances
artificial intelligence, boltzman machines, deep belief networks
cantor, mathematics, infinity, set theory
Explainability, Compression Ratio, Information Bottleneck, Feature Interactions, Attention Mechanisms, artificial neural networks
Recurrent Neural Networks (RNNs), Clockwork RNNs, Self-Referential Meta-Learning., Long Short-Term Memory (LSTM), Gödel Machines, PowerPlay
artificial intelligence, games, reinforcement learning
Large Language Models (LLMs), Transformer Squared, Titans, Singular Value Decomposition (SVD), Neural Memory
macroeconomic,reinforcement learning, deep q-learning, artificial intelligences
artificial intelligence, large language models, llm hallucinations
artificial intelligence, game theory, economics, computer science
Reinforcement Learning, Large Language Models, Decoupled Clipping, Dynamic Sampling, Token-Level Loss
artificial intelligence, gaussian processes
π0 Model, Robotics, Generative Model, Vision-Language-Action, Flow Matching, Transformer Architecture
Helical Representations, Numerical Reasoning, Large Language Models (LLMs), Symbolic Computation, Neural Networks
artificial intelligence, gaussian processes, infinite width
turing machines, mathematics
Deep Learning, Financial Sentiment Analysis, Natural Language Processing, Sentence Embeddings, Text Classification, Transformer-Based Language Models.
