{"total":24,"rows":[{"id":"2105.14835","title":"Towards Lower Bounds on the Depth of ReLU Neural Networks","created":"2021-05-31","cited_by_count":56,"area":null},{"id":"2210.04092","title":"Advancing Model Pruning via Bi-level Optimization","created":"2022-10-08","cited_by_count":56,"area":null},{"id":"2403.11871","title":"The Real Tropical Geometry of Neural Networks","created":"2024-03-18","cited_by_count":24,"area":null},{"id":"2305.11602","title":"Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing","created":"2023-05-19","cited_by_count":23,"area":null},{"id":"2408.04569","title":"Activation degree thresholds and expressiveness of polynomial neural networks","created":"2024-08-08","cited_by_count":14,"area":null},{"id":"2306.08805","title":"Exact Count of Boundary Pieces of ReLU Classifiers: Towards the Proper Complexity Measure for Classification","created":"2023-06-15","cited_by_count":11,"area":null},{"id":"2402.15315","title":"On Minimal Depth in Neural Networks","created":"2024-02-23","cited_by_count":11,"area":null},{"id":"2402.19322","title":"Verification of Neural Networks' Global Robustness","created":"2024-02-29","cited_by_count":10,"area":null},{"id":"2412.18283","title":"On the Local Complexity of Linear Regions in Deep ReLU Networks","created":"2024-12-24","cited_by_count":9,"area":null},{"id":"2310.03482","title":"The Geometric Structure of Fully-Connected ReLU Layers","created":"2023-10-05","cited_by_count":4,"area":null},{"id":"2409.03945","title":"TropNNC: Structured Neural Network Compression Using Tropical Geometry","created":"2024-09-05","cited_by_count":3,"area":null},{"id":"2306.15157","title":"Revisiting Tropical Polynomial Division: Theory, Algorithms and Application to Neural Networks","created":"2023-06-27","cited_by_count":2,"area":null},{"id":"2308.00311","title":"Doubly Robust Instance-Reweighted Adversarial Training","created":"2023-08-01","cited_by_count":2,"area":null},{"id":"2402.02407","title":"Defining Neural Network Architecture through Polytope Structures of Dataset","created":"2024-02-04","cited_by_count":2,"area":null},{"id":"2206.11241","title":"Concentration inequalities and optimal number of layers for stochastic deep neural networks","created":"2022-06-22","cited_by_count":1,"area":null},{"id":"2508.10065","title":"Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design","created":"2025-08-13","cited_by_count":1,"area":null},{"id":"2510.15012","title":"From Universal Approximation Theorem to Tropical Geometry of Multi-Layer Perceptrons","created":"2025-10-16","cited_by_count":1,"area":null},{"id":"2604.14727","title":"Geometric Capacity of Transformers: A Tropical Geometry Perspective","created":"2026-04-16","cited_by_count":1,"area":null},{"id":"2211.16209","title":"The Vanishing Decision Boundary Complexity and the Strong First Component","created":"2022-11-25","cited_by_count":0,"area":null},{"id":"2310.19232","title":"Adapter Pruning using Tropical Characterization","created":"2023-10-30","cited_by_count":0,"area":null},{"id":"2504.06881","title":"Compound and Parallel Modes of Tropical Convolutional Neural Networks","created":"2025-04-09","cited_by_count":0,"area":null},{"id":"2508.17783","title":"Algebraic Approach to Ridge-Regularized Mean Squared Error Minimization in Minimal ReLU Neural Network","created":"2025-08-25","cited_by_count":0,"area":null},{"id":"2603.22235","title":"ShapDBM: Exploring Decision Boundary Maps in Shapley Space","created":"2026-03-23","cited_by_count":0,"area":null},{"id":"2605.16266","title":"Patchwork: A compact representation for 3D polygonal shapes","created":"2026-03-24","cited_by_count":0,"area":null}],"next_cursor":null}