{"generator":"Jekyll","link":[{"@attributes":{"href":"https:\/\/orestis.ch\/feed.xml","rel":"self","type":"application\/atom+xml"}},{"@attributes":{"href":"https:\/\/orestis.ch\/","rel":"alternate","type":"text\/html"}}],"updated":"2026-10-22T13:44:11+02:00","id":"https:\/\/orestis.ch\/feed.xml","title":"Orestis Zambounis","subtitle":"Orestis Zambounis' Personal Website","entry":[{"title":"Information Retrieval & Ranking: the \u201cMulti-stage Ranking\u201d pipeline","link":{"@attributes":{"href":"https:\/\/orestis.ch\/blog\/information-retrieval-and-ranking","rel":"alternate","type":"text\/html","title":"Information Retrieval & Ranking: the \u201cMulti-stage Ranking\u201d pipeline"}},"published":"2026-01-09T12:00:00+01:00","updated":"2026-01-09T12:00:00+01:00","id":"https:\/\/orestis.ch\/blog\/information-retrieval-and-ranking","author":{"name":"Orestis Zambounis"},"category":[{"@attributes":{"term":"AI"}},{"@attributes":{"term":"Machine Learning"}},{"@attributes":{"term":"bm25"}},{"@attributes":{"term":"bert"}},{"@attributes":{"term":"ranking"}},{"@attributes":{"term":"ndcg"}},{"@attributes":{"term":"search"}},{"@attributes":{"term":"hnsw"}},{"@attributes":{"term":"ivfpq"}},{"@attributes":{"term":"ir"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"IzyMaps: Building a Shopify Store Locator App","link":{"@attributes":{"href":"https:\/\/orestis.ch\/blog\/izymaps-shopify-store-locator","rel":"alternate","type":"text\/html","title":"IzyMaps: Building a Shopify Store Locator App"}},"published":"2025-12-26T12:00:00+01:00","updated":"2025-12-26T12:00:00+01:00","id":"https:\/\/orestis.ch\/blog\/izymaps-shopify-store-locator","author":{"name":"Orestis Zambounis"},"category":[{"@attributes":{"term":"Entrepreneurship"}},{"@attributes":{"term":"Shopify"}},{"@attributes":{"term":"shopify"}},{"@attributes":{"term":"google-maps"}},{"@attributes":{"term":"store-locator"}},{"@attributes":{"term":"e-commerce"}},{"@attributes":{"term":"saas"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"The Evolution of AdamW","link":{"@attributes":{"href":"https:\/\/orestis.ch\/blog\/adam-w","rel":"alternate","type":"text\/html","title":"The Evolution of AdamW"}},"published":"2025-12-20T12:00:00+01:00","updated":"2025-12-20T12:00:00+01:00","id":"https:\/\/orestis.ch\/blog\/adam-w","author":{"name":"Orestis Zambounis"},"category":[{"@attributes":{"term":"AI"}},{"@attributes":{"term":"Machine Learning"}},{"@attributes":{"term":"adam-w"}},{"@attributes":{"term":"theory"}},{"@attributes":{"term":"mathematics"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"Backpropagation in Practice","link":{"@attributes":{"href":"https:\/\/orestis.ch\/blog\/backpropagation","rel":"alternate","type":"text\/html","title":"Backpropagation in Practice"}},"published":"2025-12-20T12:00:00+01:00","updated":"2025-12-20T12:00:00+01:00","id":"https:\/\/orestis.ch\/blog\/backpropagation","author":{"name":"Orestis Zambounis"},"category":[{"@attributes":{"term":"AI"}},{"@attributes":{"term":"Machine Learning"}},{"@attributes":{"term":"backpropagation"}},{"@attributes":{"term":"theory"}},{"@attributes":{"term":"mathematics"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"Automating a Beach Rental Store","link":{"@attributes":{"href":"https:\/\/orestis.ch\/blog\/automating-beach-rental-store","rel":"alternate","type":"text\/html","title":"Automating a Beach Rental Store"}},"published":"2025-12-08T12:00:00+01:00","updated":"2025-12-08T12:00:00+01:00","id":"https:\/\/orestis.ch\/blog\/automating-beach-rental-store","author":{"name":"Orestis Zambounis"},"category":[{"@attributes":{"term":"IoT"}},{"@attributes":{"term":"Entrepreneurship"}},{"@attributes":{"term":"quantization"}},{"@attributes":{"term":"pruning"}},{"@attributes":{"term":"model-compression"}},{"@attributes":{"term":"deep-learning"}},{"@attributes":{"term":"inference-optimization"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"Pruning vs. Quantization: An Empirical and Theoretical Analysis","link":{"@attributes":{"href":"https:\/\/orestis.ch\/blog\/quantization-vs-pruning","rel":"alternate","type":"text\/html","title":"Pruning vs. Quantization: An Empirical and Theoretical Analysis"}},"published":"2025-12-06T12:00:00+01:00","updated":"2025-12-06T12:00:00+01:00","id":"https:\/\/orestis.ch\/blog\/quantization-vs-pruning","author":{"name":"Orestis Zambounis"},"category":[{"@attributes":{"term":"AI"}},{"@attributes":{"term":"Machine Learning"}},{"@attributes":{"term":"quantization"}},{"@attributes":{"term":"pruning"}},{"@attributes":{"term":"model-compression"}},{"@attributes":{"term":"deep-learning"}},{"@attributes":{"term":"inference-optimization"}}],"summary":{"@attributes":{"type":"html"}}}]}