PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models. Towards Sharper First-Order Adversary with Quantized Gradients. Simulating Performance of ML Systems with Offline Profiling. On a minimum enclosing ball of a collection of linear subspaces. Linear Regression without Correspondences via Concave Minimization. AOL: Adaptiv …

Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition. A tutorial on the range variant of asymmetric numeral systems. On a Generalization of the Average Distance Classifier. Performance Analysis and Comparison of Machine and Deep Learning Algorithms for IoT Data Classification. Rethinking Sparse Gaussian Processes: Bayesian Ap …

Shared Task: Lexical Semantic Change Detection in German. Learning to Detect Malicious Clients for Robust Federated Learning. Evaluating Registration Without Ground Truth. Identifying Audio Adversarial Examples via Anomalous Pattern Detection. Iterative energy-based projection on a normal data manifold for anomaly localization. Batch Normalization …

Detecting Mismatch between Text Script and Voice-over Using Utterance Verification Based on Phoneme Recognition Ranking. A review of machine learning applications in wildfire science and management. Investigating the Decoders of Maximum Likelihood Sequence Models: A Look-ahead Approach. Bayesian nonparametric shared multi-sequence time series segme …

Smoothness and Stability in GANs. Atomic Compression Networks. Lipschitz constant estimation for Neural Networks via sparse polynomial optimization. Evo-NAS: Evolutionary-Neural Hybrid Agent for Architecture Search. Data-dependent Gaussian Prior Objective for Language Generation. Dataset Distillation. Towards Understanding the Spectral Bias of Deep …