#smoothed analysis
topicsmoothed analysis
3 papers · 1 filter
cs.CC2026
Random Parameter Noise Does Not Make Exact ReLU Verification Easy
Mojtaba Soltanalian
The paper proves that exact verification of ReLU neural networks remains computationally hard even when all weights and biases are independently perturbed by Gaussian noise and rou…
cs.DS2026
Quadratic Probing Revisited: Smoothed Analysis and the Fall of Robin Hood
Yang Hu, William Kuszmaul, Jingxun Liang +3
The paper studies a smoothed version of quadratic probing for hash tables, comparing Robin Hood and anti‑Robin Hood insertion orders and showing that anti‑Robin Hood achieves logar…
cs.LG2026
Efficient Online Proportional Sampling with Applications to Smoothed Online Learning
Amirmahdi Mirfakhar, Maria-Florina Balcan, Hedyeh Beyhaghi
The paper proposes a data structure for efficiently performing online proportional sampling over high‑dimensional, piecewise‑structured domains under a σ‑smoothed adversary, and us…