| 000 | 00900nam a2200181 4500 | ||
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| 005 | 20251211115406.0 | ||
| 008 | 251211b |||||||| |||| 00| 0 eng d | ||
| 020 | _a9780262049443 | ||
| 037 | _cTextual | ||
| 040 |
_aRTL _cRTL |
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| 084 | _qRTL | ||
| 100 |
_aBach, Francis _9855895 |
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| 245 | _aLearning theory from first principles | ||
| 260 |
_aLondon _bThe MIT Press _c2024 |
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| 300 |
_axvii, 475 p. _bIncludes bibliographical reference and index |
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| 520 | _aResearch has exploded in the field of machine learning resulting in complex mathematical arguments that are hard to grasp for new comers. . In this accessible textbook, Francis Bach presents the foundations and latest advances of learning theory for graduate students as well as researchers who want to acquire a basic mathematical understanding of the most widely used machine learning architectures. | ||
| 942 |
_2CC _n0 _cTEXL |
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| 999 |
_c1466201 _d1466201 |
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