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2020 – today
- 2024
[c10]Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi:
Transport of Algebraic Structure to Latent Embeddings. ICML 2024- [c9]Yatong Bai, Brendon G. Anderson, Somayeh Sojoudi:
Mixing classifiers to alleviate the accuracy-robustness trade-off. L4DC 2024: 852-865 - [i14]Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi:
Transport of Algebraic Structure to Latent Embeddings. CoRR abs/2405.16763 (2024) - 2023
- [j2]Brendon G. Anderson
, Somayeh Sojoudi:
Data-Driven Certification of Neural Networks With Random Input Noise. IEEE Trans. Control. Netw. Syst. 10(1): 249-260 (2023) - [j1]Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi:
Projected Randomized Smoothing for Certified Adversarial Robustness. Trans. Mach. Learn. Res. 2023 (2023) - [c8]Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi:
Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks. CDC 2023: 6348-6355 - [c7]Samuel Pfrommer, Brendon G. Anderson, Julien Piet, Somayeh Sojoudi:
Asymmetric Certified Robustness via Feature-Convex Neural Networks. NeurIPS 2023 - [i13]Yatong Bai, Brendon G. Anderson, Aerin Kim, Somayeh Sojoudi:
Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing. CoRR abs/2301.12554 (2023) - [i12]Samuel Pfrommer, Brendon G. Anderson, Julien Piet, Somayeh Sojoudi:
Asymmetric Certified Robustness via Feature-Convex Neural Networks. CoRR abs/2302.01961 (2023) - [i11]Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi:
Projected Randomized Smoothing for Certified Adversarial Robustness. CoRR abs/2309.13794 (2023) - [i10]Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi:
Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks. CoRR abs/2310.04916 (2023) - [i9]Yatong Bai, Brendon G. Anderson, Somayeh Sojoudi:
Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off. CoRR abs/2311.15165 (2023) - [i8]Brendon G. Anderson, Somayeh Sojoudi, Murat Arcak:
Evolutionary Games on Infinite Strategy Sets: Convergence to Nash Equilibria via Dissipativity. CoRR abs/2312.08286 (2023) - 2022
- [c6]Tanmay Gautam, Brendon G. Anderson, Somayeh Sojoudi, Laurent El Ghaoui:
A Sequential Greedy Approach for Training Implicit Deep Models. CDC 2022: 2751-2758 - [c5]Brendon G. Anderson, Somayeh Sojoudi:
Certified Robustness via Locally Biased Randomized Smoothing. L4DC 2022: 207-220 - [i7]Brendon G. Anderson, Tanmay Gautam, Somayeh Sojoudi:
An Overview and Prospective Outlook on Robust Training and Certification of Machine Learning Models. CoRR abs/2208.07464 (2022) - 2021
- [i6]Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi:
Partition-Based Convex Relaxations for Certifying the Robustness of ReLU Neural Networks. CoRR abs/2101.09306 (2021) - [i5]Fernando Gama, Brendon G. Anderson, Somayeh Sojoudi:
Node-Variant Graph Filters in Graph Neural Networks. CoRR abs/2106.00089 (2021) - 2020
- [c4]Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi:
Tightened Convex Relaxations for Neural Network Robustness Certification. CDC 2020: 2190-2197 - [i4]Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi:
Tightened Convex Relaxations for Neural Network Robustness Certification. CoRR abs/2004.00570 (2020) - [i3]Brendon G. Anderson, Somayeh Sojoudi:
Data-Driven Assessment of Deep Neural Networks with Random Input Uncertainty. CoRR abs/2010.01171 (2020)
2010 – 2019
- 2019
- [c3]Brendon G. Anderson, Somayeh Sojoudi:
Global Optimality Guarantees for Nonconvex Unsupervised Video Segmentation. Allerton 2019: 965-972 - [i2]Brendon G. Anderson, Eva Loeser, Marissa Gee, Fei Ren, Swagata Biswas, Olga Turanova, Matt Haberland, Andrea L. Bertozzi:
Quantifying Robotic Swarm Coverage. CoRR abs/1905.07655 (2019) - [i1]Brendon G. Anderson, Somayeh Sojoudi:
Global Optimality Guarantees for Nonconvex Unsupervised Video Segmentation. CoRR abs/1907.04409 (2019) - 2018
- [c2]Brendon G. Anderson, Eva Loeser, Marissa Gee, Fei Ren, Swagata Biswas, Olga Turanova, Matt Haberland, Andrea L. Bertozzi:
Quantitative Assessment of Robotic Swarm Coverage. ICINCO (2) 2018: 101-111 - [c1]Brendon G. Anderson, Eva Loeser, Marissa Gee, Fei Ren, Swagata Biswas, Olga Turanova, Matt Haberland, Andrea L. Bertozzi:
Quantifying Robotic Swarm Coverage. ICINCO (Selected Papers) 2018: 276-301
Coauthor Index
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