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Books by Guangyu Wang

16 titles available, newest first by original publication date.

Causal Inference and Causal Learning for AI: Interventions, Identification, Counterfactuals, and Causal Decisions cover

Causal Inference and Causal Learning for AI: Interventions, Identification, Counterfactuals, and Causal Decisions

Guangyu Wang

$38.99

Operator and Spectral Theory for AI: Operators, Spectra, Resolvents, Semigroups, and Infinite-Dimensional Learning cover

Operator and Spectral Theory for AI: Operators, Spectra, Resolvents, Semigroups, and Infinite-Dimensional Learning

Guangyu Wang

$38.99

Algebraic Statistics and Singular Models for AI: Polynomial Models, Identifiability, Singular Learning, and Latent Geometry cover

Algebraic Statistics and Singular Models for AI: Polynomial Models, Identifiability, Singular Learning, and Latent Geometry

Guangyu Wang

$38.99

Computational Linear Algebra and Tensor Methods for AI: Stability, Randomization, Low-Rank Structure, and Scalable Tensor Computation cover

Computational Linear Algebra and Tensor Methods for AI: Stability, Randomization, Low-Rank Structure, and Scalable Tensor Computation

Guangyu Wang

$38.99

Bayesian Inference and Uncertainty Quantification for AI: Posterior Learning, Predictive Guarantees, Calibration, and Reliable Decisions cover

Bayesian Inference and Uncertainty Quantification for AI: Posterior Learning, Predictive Guarantees, Calibration, and Reliable Decisions

Guangyu Wang

$38.99

Logical and Compositional Foundations of AI: Proof, Semantics, Composition, and Verifiable Machine Reasoning cover

Logical and Compositional Foundations of AI: Proof, Semantics, Composition, and Verifiable Machine Reasoning

Guangyu Wang

$38.99

Discrete Structures and Combinatorics for AI: Graphs, Symmetry, Relaxation, and the Limits of Learned Algorithms cover

Discrete Structures and Combinatorics for AI: Graphs, Symmetry, Relaxation, and the Limits of Learned Algorithms

Guangyu Wang

$38.99

Sequential Decision Making for AI: Interaction, Learning, Memory, and Control cover

Sequential Decision Making for AI: Interaction, Learning, Memory, and Control

Guangyu Wang

$38.99

Safety of Embodied AI and Autonomous Systems: Control, Safe Learning, Verification, and Runtime Assurance cover

Safety of Embodied AI and Autonomous Systems: Control, Safe Learning, Verification, and Runtime Assurance

Guangyu Wang

$38.99

Resilience of AI Systems: Detection, Containment, Recovery, and Re-entry cover

Resilience of AI Systems: Detection, Containment, Recovery, and Re-entry

Guangyu Wang

$38.99

Training-Time Optimization of AI: Data, Dynamics, Scaling, and Post-Training cover

Training-Time Optimization of AI: Data, Dynamics, Scaling, and Post-Training

Guangyu Wang

$52.99

Deployment-Time Optimization of AI: Robustness, Compression, Evaluation, Inference, and Adaptive Environments cover

Deployment-Time Optimization of AI: Robustness, Compression, Evaluation, Inference, and Adaptive Environments

Guangyu Wang

$52.99

Scalable Oversight of AI Systems: Verification, Discriminating Power, and Safety Assurance cover

Scalable Oversight of AI Systems: Verification, Discriminating Power, and Safety Assurance

Guangyu Wang

$38.99

Geometric Foundations of AI (II): Data Manifolds, Symmetry, and Learned Representations cover

Geometric Foundations of AI (II): Data Manifolds, Symmetry, and Learned Representations

Guangyu Wang

$38.99

Geometric Foundations of AI (I): Parameter Spaces, Statistical Manifolds, and Optimization cover

Geometric Foundations of AI (I): Parameter Spaces, Statistical Manifolds, and Optimization

Guangyu Wang

$38.99

Stochastic Dynamics for AI: Continuous-Time Methods for Learning, Sampling, Generation, and Control cover

Stochastic Dynamics for AI: Continuous-Time Methods for Learning, Sampling, Generation, and Control

Guangyu Wang

$38.99