{"total":29,"rows":[{"id":"2102.08452","title":"Globally-Robust Neural Networks","created":"2021-02-16","cited_by_count":108,"area":null},{"id":"2305.00241","title":"When Deep Learning Meets Polyhedral Theory: A Survey","created":"2023-04-29","cited_by_count":39,"area":null},{"id":"2103.00841","title":"Learning Frequency Domain Approximation for Binary Neural Networks","created":"2021-03-01","cited_by_count":38,"area":null},{"id":"2103.12531","title":"CLIP: Cheap Lipschitz Training of Neural Networks","created":"2021-03-23","cited_by_count":29,"area":null},{"id":"2205.14039","title":"Group-invariant max filtering","created":"2022-05-27","cited_by_count":18,"area":null},{"id":"2107.12530","title":"Convergence of Deep ReLU Networks","created":"2021-07-27","cited_by_count":15,"area":null},{"id":"2104.14672","title":"Analytical bounds on the local Lipschitz constants of ReLU networks","created":"2021-04-29","cited_by_count":12,"area":null},{"id":"2107.14742","title":"Connections between Numerical Algorithms for PDEs and Neural Networks","created":"2021-07-30","cited_by_count":10,"area":null},{"id":"2410.16432","title":"Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium","created":"2024-10-21","cited_by_count":9,"area":null},{"id":"2309.13102","title":"Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR","created":"2023-09-22","cited_by_count":8,"area":null},{"id":"2112.03376","title":"Convergence Guarantees for Deep Epsilon Greedy Policy Learning","created":"2021-12-02","cited_by_count":6,"area":null},{"id":"2106.04186","title":"What training reveals about neural network complexity","created":"2021-06-08","cited_by_count":5,"area":null},{"id":"2306.01692","title":"Uniform Convergence of Deep Neural Networks with Lipschitz Continuous Activation Functions and Variable Widths","created":"2023-06-02","cited_by_count":5,"area":null},{"id":"2309.07401","title":"Multi-Grade Deep Learning for Partial Differential Equations with Applications to the Burgers Equation","created":"2023-09-14","cited_by_count":5,"area":null},{"id":"2205.11142","title":"Stability of the scattering transform for deformations with minimal regularity","created":"2022-05-23","cited_by_count":3,"area":null},{"id":"2203.09937","title":"On the sensitivity of pose estimation neural networks: rotation parameterizations, Lipschitz constants, and provable bounds","created":"2022-03-16","cited_by_count":2,"area":null},{"id":"2209.11740","title":"On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks","created":"2022-09-19","cited_by_count":2,"area":null},{"id":"2305.07618","title":"Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz","created":"2023-05-12","cited_by_count":2,"area":null},{"id":"2410.19607","title":"Analyzing Neural Network Robustness Using Graph Curvature","created":"2024-10-25","cited_by_count":2,"area":null},{"id":"2104.11977","title":"Generalized moduli of continuity under irregular or random deformations via multiscale analysis","created":"2021-04-24","cited_by_count":1,"area":null},{"id":"2111.03162","title":"GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks","created":"2021-11-04","cited_by_count":1,"area":null},{"id":"2307.11588","title":"Transferability of Convolutional Neural Networks in Stationary Learning Tasks","created":"2023-07-21","cited_by_count":1,"area":null},{"id":"2410.00990","title":"Lipschitz-Driven Noise Robustness in VQ-AE for High-Frequency Texture Repair in ID-Specific Talking Heads","created":"2024-10-01","cited_by_count":1,"area":null},{"id":"2602.05657","title":"Tight Long-Term Tail Decay of (Clipped) SGD in Non-Convex Optimization","created":"2026-02-05","cited_by_count":1,"area":null},{"id":"2111.14220","title":"On the Robustness and Generalization of Deep Learning Driven Full Waveform Inversion","created":"2021-11-28","cited_by_count":0,"area":null},{"id":"2202.05354","title":"Optimal Transport for Super Resolution Applied to Astronomy Imaging","created":"2022-02-10","cited_by_count":0,"area":null},{"id":"2309.03648","title":"Promoting Fairness in GNNs: A Characterization of Stability","created":"2023-09-07","cited_by_count":0,"area":null},{"id":"2605.09813","title":"Optimizing Server Placement for Vertical Federated Learning in Dynamic Edge/Fog Networks","created":"2026-05-10","cited_by_count":0,"area":null},{"id":"2609.11918","title":"General Quantification of Covariate and Concept Shifts","created":"2026-09-10","cited_by_count":0,"area":null}],"next_cursor":null}