Segmented Confidence Sequences and Multi-Scale Adaptive Confidence Segments for Anomaly Detection in Nonstationary Time Series. - Muyan Anna Li; Aditi Gautam (AIAT, 2025)

Memory-Augmented Forecasting: Scalability and Generalization Across Temporal Domains. - Aditi Gautam; Manikandan Ravikiran; Fatma Sena Ekiz (IEEE Big Data, 2025)

Beyond MAE: Measuring Forecast Reliability with Temporal Dependence-Aware Error (TDE). - Manikandan Ravikiran; Aditi Gautam; Alisha Chulani (IEEE Big Data, 2025)