Towards Verification of General Neural Networks: A Dual Approach

Towards Verification of General Neural Networks: A Dual Approach

auto_LiRPA: An Automatic Library for Neural Network Verification and Scalable Certified DefenseПодробнее

auto_LiRPA: An Automatic Library for Neural Network Verification and Scalable Certified Defense

Keynote Speech - Formal Verification of Neural Networks?Подробнее

Keynote Speech - Formal Verification of Neural Networks?

Towards Verifying Robustness of Neural Networks Against A Family of Semantic PerturbationsПодробнее

Towards Verifying Robustness of Neural Networks Against A Family of Semantic Perturbations

SecML18: Marta Kwiatkowska on Safety verification for neural networks with provable guaranteesПодробнее

SecML18: Marta Kwiatkowska on Safety verification for neural networks with provable guarantees

Towards Verifying Neural-symbolic Multi-agent Systems - Alessio LomuscioПодробнее

Towards Verifying Neural-symbolic Multi-agent Systems - Alessio Lomuscio

AI2: Safety and Robustness Certification of Neural NetworksПодробнее

AI2: Safety and Robustness Certification of Neural Networks

Towards Verified Deep LearningПодробнее

Towards Verified Deep Learning

Verification and Adaptation of Deep Neural NetworksПодробнее

Verification and Adaptation of Deep Neural Networks

Joseph Huchette: "Neural network verification as piecewise linear optimization"Подробнее

Joseph Huchette: 'Neural network verification as piecewise linear optimization'

Why Transformer over Recurrent Neural NetworksПодробнее

Why Transformer over Recurrent Neural Networks

Neural Networks Explained in 5 minutesПодробнее

Neural Networks Explained in 5 minutes

Stanford Seminar - Recent progress in verifying neural networks, Zico KolterПодробнее

Stanford Seminar - Recent progress in verifying neural networks, Zico Kolter

PyTorch or Tensorflow? Which Should YOU Learn!Подробнее

PyTorch or Tensorflow? Which Should YOU Learn!

Towards a Verified Proof Checker for Deep Neural Network Verification - Remi Desmartin, LAIV, HWUПодробнее

Towards a Verified Proof Checker for Deep Neural Network Verification - Remi Desmartin, LAIV, HWU

What Does It Mean to “Verify” a Neural Network?Подробнее

What Does It Mean to “Verify” a Neural Network?

Efficient Verification of Neural Networks against LVM-based SpecificationsПодробнее

Efficient Verification of Neural Networks against LVM-based Specifications

Mirco Giacobbe - Solving Verification Questions using Machine LearningПодробнее

Mirco Giacobbe - Solving Verification Questions using Machine Learning

Neural Network In 5 Minutes | What Is A Neural Network? | How Neural Networks Work | SimplilearnПодробнее

Neural Network In 5 Minutes | What Is A Neural Network? | How Neural Networks Work | Simplilearn

This chapter closes now, for the next one to begin. 🥂✨.#iitbombay #convocationПодробнее

This chapter closes now, for the next one to begin. 🥂✨.#iitbombay #convocation