$ESTM estimator

Latest papers

1. CoWear: Towards Collaborative Wearable Inertial Localization with Multiple Smart Devices cs.RO · 14 Oct · 1 hit

   …tracked by motion capture. To enable collaboration across distinct body motions, we train role-specific estimators to predict the displacement of a common reference device over synchronized temporal windows. Their…

2. Frame Rate, Not the Grid: A Confound in Single-Clip Optical ENF Video Forensics cs.MM · 14 Oct · 2 hits

   …narrow band as the true flicker, so the recovered grid is set by the frame rate, not the supply, and the estimator returns a confident value instead of abstaining. The underlying aliasing is known; its forensic…

3. Quantum-Aware Key Rank for Side-Channel Attacks evaluation quant-ph · 14 Oct · 1 hit

   …2^58.6. We define the quantum-aware key rank, the classical rank of equal cost, computable from the rank estimators laboratories already run, and derive the classical rank a device must retain to keep a given…

4. What Does Disagreement Mean? A Semantic Identifiability Frontier for Pairwise Preference Learning cs.GT · 14 Oct · 1 hit

   …$\alpha_q$ directly, and together they point-identify the full semantic triple. We also derive finite-sample estimators, nonasymptotic concentration bounds, and semantics-aware action-recovery guarantees, and validate…

5. Non-asymptotic Convergence of Average-reward Q-learning with Options cs.LG · 14 Oct · 1 hit

   …operators satisfy multi-step span contractions under unichain assumptions. Then, we propose synchronous estimators of these multi-step option Bellman operators leading to two variants of option Q-learning.…

6. Comparative Evaluation of Deep-Learning based DoA Estimators for Real-Time ISAC Beamforming cs.LG · 14 Oct · 4 hits

   …paper presents a unified evaluation framework for systematically comparing classical and learning-based DoA estimators within an ISAC beamforming pipeline. Representative classical and learning-based DoA estimators,…

7. Delay-Enabled Adaptive Learning of Time-Varying Parameters eess.SY · 14 Oct · 3 hits

   …by deliberately incorporating a delay into the parameter update. Specifically, a conventional adaptive estimator is augmented with only one additional dynamic state, which estimates the parameter variation rate…

8. Hierarchical Gaussian Processes for Survey Weighting: Local Equivalent Weights in Structured Populations stat.ME · 14 Oct · 1 hit

   …models, equivalent weights can be defined locally through the sensitivity of a poststratified population estimator. However, conventional regression models may inadequately capture nonlinear relationships and…