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akshay verma

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Articles

BasketFormer: Contrastive masked language modeling with temporal encoding and repeat-explore gating for next-basket recommendation

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By akshay verma, Sambit Das, Siddharth Pillai
| Amazon Science
Next-basket recommendation (NBR) in online grocery must capture both habitual repeat purchases and explore behavior.
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SELENE: Selective and evidence-weighted LLM debating for efficient and reliable reasoning

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By akshay verma, Swapnil Gupta, Siddharth Pillai
| Amazon Science
Multi-Agent Debate (MAD) frameworks improve factual reliability in large language models (LLMs) by allowing agents to critique and refine one another's reasoning. Yet, existing MAD systems are computationally expensive and prone to degradation under prolonged debates due to redundant exchanges and unstable judging.
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5 strategies to make fitness a consistent habit

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By akshay verma
| HT Syndication
New Delhi, March 14 -- We obsess over building financial wealth for the future, but rarely talk about the other inheritance that compounds quietly over time: health. India is adding wealth faster than ever. It is also adding chronic disease at an unprecedented rate. According to the Indian Council of Medical Research (ICMR), more than 100 million Indians are living with diabetes, with a comparable number classified as pre-diabetic.
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