22 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.LG2026
How Faithful Is Attribution for Sales Forecasting? A Counterfactual Study
Glib Kechyn
Deep models for sales forecasting, such as WaveNet-style dilated convolutional networks, are accurate but opaque: when a single model predicts sales for one of many series, it offe…
cs.CV2018
Deep Feature Pyramid Convolutional Networks with In-Place Activated Batch Normalization for Automated Skin Lesion Boundary Segmentation
Glib Kechyn
Segmentation of skin lesion boundaries in dermoscopic imaging is an important prerequisite step for computer-aided diagnosis of malignant melanoma, but remains challenging due to f…
cs.LG2018★ 22 cited
Sales forecasting using WaveNet within the framework of the Kaggle competition
Glib Kechyn, Lucius Yu, Yangguang Zang +1
We took part in the Corporacion Favorita Grocery Sales Forecasting competition hosted on Kaggle and achieved the 2nd place. In this abstract paper, we present an overall analysis a…